diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session18_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session18_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..8a037c0efc568b6e614e1dacd8062b66427a94b5
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session18_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd0599397255592212ffb2a3c4e88b071459e5d50baddee7b155f6cfc6569c38
+size 247193
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session18_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session18_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..5cb4802fc527e388ce8d7b1ddcf95fb618eaf4c6
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session18_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49eaabae273c1f167b1946cfc1123e6e6c7b571f7772c485ee1aa01323210e93
+size 213666
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session19_midres_random_005.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session19_midres_random_005.png
new file mode 100644
index 0000000000000000000000000000000000000000..af927ececaade04dad2674b6958b9bb50cdb739a
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session19_midres_random_005.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f46e858d35124acfe752d29f4289f917c56cd9f123d2a4b0a6eadb7a708b0c0
+size 241368
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session20_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session20_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..27779b098e0c845a119e0b09494e28c2dc4292f8
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session20_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8bd58f86de48479d25476af32a6230fcf5d4e14b8c24bce3669141a3b0b78880
+size 235534
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session21_midres_random_014.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session21_midres_random_014.png
new file mode 100644
index 0000000000000000000000000000000000000000..ad67c33371620a0f111aa595ce639038b53947b2
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session21_midres_random_014.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc9e4f1a6693679a21ec8bd97dd12111a0d5108b0a77cc2c114be5be442aaef4
+size 259207
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session21_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session21_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..5200aa4a5e2026504356e7ccf6c8f7b328f3ea2d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session21_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12c953e0e21653e56dbbf6fa5b0bae73ec5a072f2a4e2f9fbfab616d922c200d
+size 214282
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_002.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_002.png
new file mode 100644
index 0000000000000000000000000000000000000000..94818fa3d4dfdedbe6a7c1e8424cfe9d8cd990df
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_002.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6484e3b81aa2d7d05f1f6034f552d8b62ff071b4ca6014ae9cce240c060953bb
+size 229016
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_003.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_003.png
new file mode 100644
index 0000000000000000000000000000000000000000..b0fe5701eeeb032709cef86f7dcbc79277d90c8b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_003.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8f5c8ae4f3c05414fbd2905a081d30847438e9fc8bdb00b106403295c2067b8
+size 168599
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..051d61099e9414326f136967e3136fc123581928
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab3512bb2a6a80b816d0f08d28ff60d6b0924f16cb0421219d9a6f31841391af
+size 241641
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..607fb60cd8d30e72e96896266add8b6a9743debc
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e5e6dd5c56d251a49550b3489d1194a77675b14c341235ad59b8a8974fa9e63
+size 247575
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..180e0f88d4d9a0705418e00ef0a2d07daa154900
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session22_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32e5839f65051816a5e4d3b4937d7ee674f0b8353b0fffd5092d37e134d1bbfc
+size 229697
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session23_midres_random_003.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session23_midres_random_003.png
new file mode 100644
index 0000000000000000000000000000000000000000..5e5cfff1592d85976d93565c0a154c40c2443ed9
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session23_midres_random_003.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c2b09371db57e7a5c36c46b9c93489ea87ecba99bf6318684f2ab2954d4604f
+size 211348
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session23_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session23_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..8039c2d41434b048d5adabcf373c796da6248c94
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session23_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eacb6a9acb4ed3397c1ac8d23517c027726311cc181dd6ce5644dfe4b42df35e
+size 252852
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session23_midres_random_013.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session23_midres_random_013.png
new file mode 100644
index 0000000000000000000000000000000000000000..3b67d7bb602d4bcc531d427542509a1613c1a781
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session23_midres_random_013.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07d70ad2182fc42e533ec4774207d5ae6225b6cd5326e9d8ad0edd56766658eb
+size 220824
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_004.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_004.png
new file mode 100644
index 0000000000000000000000000000000000000000..445d1e9fd7fdbd91c208400130c98be952e8573f
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_004.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1096ea65e4993b6e4b3393842ef10dfc873726c3be9f9b448135a5c7c5e6afc
+size 232573
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..c46d19dcf8a6be618f0ea0d1f7d93be1abefec78
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf56db4f7a84556b75beabb1583029894baefddde79b116bf578c241cc2b26a3
+size 273681
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..1db7a1af03b5bad203d1e905a56993f5c4ca704c
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8bc9fee634566f28b06e9b596a6ac06a997466c9a1816d8b2716a6f5db13ef0
+size 219606
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..def69045ef54d506500326695bdeb79d725e04c2
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session24_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a23b15802939e09a444ef39064061958ce0ea904583220c1e328a1bdfa072c0
+size 207538
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_006.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_006.png
new file mode 100644
index 0000000000000000000000000000000000000000..584b8e4991809d7129305026a6b5baf014744ad6
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_006.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af660b09305f2fb44423a2bb6531fa41fc05dc5dbb8ece3db61c3cdbc6f9455c
+size 245214
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..39149e0d46e27c10b4896b2d19184d73b6ce58da
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80833187a821c9ab0b54fa8d958559c1dff7c16e5f2cb3dadf51240d0c6f3620
+size 264556
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_011.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_011.png
new file mode 100644
index 0000000000000000000000000000000000000000..57c0a021003ebe01f75c8baac1dcebb681aef581
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_011.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e29d51b07c8cc489b0196b22ffb1e529aecf87df2abd0c7dd4f54c949facf0a1
+size 217584
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..2322c95877777f8b771bc26c747d086fe3ccb734
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f22eea1de5e05da649fb6ba706237721d7c60047a60783ca279fcff1ce89eac4
+size 158868
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..b873ca401a5bd933bb804f06ca39e86a3fc998ba
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session25_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72a83991cc47560638a4dbc2f579df57b5edd72eda5a34d66263d49fad9481a5
+size 252802
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session26_midres_random_003.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session26_midres_random_003.png
new file mode 100644
index 0000000000000000000000000000000000000000..6ac66c7d21618523e49e0d07588bb4a65e1f18f1
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session26_midres_random_003.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:928a1b0ea9acd73dac3c4a6c46e09936894d52dd70fd250267150889f0109078
+size 178919
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session26_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session26_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..2f932d6a3619bd4a02e232afed5bd31bebac6530
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session26_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e0cf61e4738ad406f7964098b6bbd44a320bdc14a75c4ce1a70110adfc7b7d5
+size 216227
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_004.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_004.png
new file mode 100644
index 0000000000000000000000000000000000000000..d77f15f5168f8e190a74557bd3265d910294ad0c
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_004.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5626aa566cbd2e87cba22282fe2d80be21a625139728b5d81f69478df268037
+size 246119
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_006.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_006.png
new file mode 100644
index 0000000000000000000000000000000000000000..54119d843b4c8b87c17e4293242352d50920099e
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_006.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87d85581a533b83921a2e63a2d77ff60230e69ef6835e50fcfcea2707ea1d204
+size 232081
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..dd86b7eec85534d58a5f8547ea50db6518dc9209
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0452fd8f3acead75d1419eea723ae2592b83c08fbe1fe42bef62fedb6daa683
+size 244647
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..c6164c65d543788db561bf5949ddbe391b08ff12
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6ce4fc785804ddd8ce33e2842d84b3d507d77ecd993e7595b3b98ae11133c0d
+size 259404
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..d02cda301bff943b1518f625de259bc5e3a9c005
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session28_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf11c150fed47472d1cc24b570d50c9f056d87dfccbefdb666866077013b669a
+size 252580
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session29_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session29_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..5da207c2e009ce70f16696912e5331726672ece7
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session29_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:781b4106ea7d55c8c0f19e4dab8cd9d15685d4cc00e56f3ac5635d890a111262
+size 252303
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session29_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session29_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..1fee2752a6e848428656678af73badb59bec23e9
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session29_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9185f1f6997b96c699fc0c9e9313055bcec6e304c59e39b263de588e9c368125
+size 215559
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..cbb22de85578416b3d4d29890ca348cc6741c01e
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a420742f36219708ccf1cbbeb3ad4d53d2cbe9870dc57a3d6997806db311b7c6
+size 204649
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_009.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_009.png
new file mode 100644
index 0000000000000000000000000000000000000000..cc0e07fb0a9f9c5a5f406f125bc499b67a23199d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_009.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8063c4ffb6546b7c71163be1cfc8b5e23c85e28cd12ddae84d03ef504cd510df
+size 243992
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..50e322a4f6169d272ea6057644fc1165ab36d72d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b92c663fbc58db385013c75208cffe15fab8b33e279029fc003e048104a8a64
+size 200585
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..17bedd43ef34b100fc13a388b7d0b13d10dec846
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/images/miami__miami_session30_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:489bf379e9f0a07661c9dfbd72f7f6884895c222bbf63843fb9235535cc2d2dd
+size 263126
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_002.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_002.png
new file mode 100644
index 0000000000000000000000000000000000000000..7ce8db3dd1318340d287fc8d9aad38170dbe5733
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_002.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87d7364cb6bc14ef2a8fe9ce7685a67abfeb975d23bd851c50387e30ecaff52a
+size 3224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..9114c9859dbd7e6b530a6b9e42ac494a1a59a7e3
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d658cc31396ffe3405bc3590ed7ec6892f86c59018042b6537a98c52c1d1d50
+size 3250
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_011.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_011.png
new file mode 100644
index 0000000000000000000000000000000000000000..4aa4f39b50a4d085f93080b40f4b09d849271efe
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_011.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8af5347ea069b51414a8406bf860e667d9b23219d08bb179ebda93908fa5b59
+size 3054
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..fcf89153bc942ff5afa6d925fc345b7e9f3db929
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4eb0d0abe459318e030ff683d5452d23c22a7c9f6ef579a69cadfc21a9088062
+size 4874
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..cdb45c6d712c5ac31a8c90cb018afe15203ad559
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session01_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27c7442de60741f4c361e3d4af926b6178a3719ea43891fb94ab603b1b44a7eb
+size 2698
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session02_midres_random_013.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session02_midres_random_013.png
new file mode 100644
index 0000000000000000000000000000000000000000..36133c1fe380f4db844321a3160f1e693b0790dd
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session02_midres_random_013.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a158213600751ca18456b6d929dec050292bd9ac9674650001d1dc7c53eee24
+size 3565
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session02_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session02_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..0d7e28457b71c5380991e3082bffb7e0d975e7f5
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session02_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9eeb387a198b868f5bda1987e15d4a8748dfaacc80b302fd5c793f39d4de0d78
+size 4501
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session03_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session03_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session03_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session03_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session03_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session03_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session03_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session03_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..2d62119dfe3869d935a1972be03d18cdb349c33a
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session03_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee9be93e72e630408f9e201d3584bafb46b412d8141940d0dd58d696346c65c4
+size 5588
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session05_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session05_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session05_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session05_midres_random_014.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session05_midres_random_014.png
new file mode 100644
index 0000000000000000000000000000000000000000..f34ab6990938b3c1a03825f1f88cfee63bb1c6a7
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session05_midres_random_014.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7cf44b4eb00193c6692c729eacf947d67414faf20f75b71c3a7cb0bcee3eea7e
+size 4221
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session05_midres_random_015.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session05_midres_random_015.png
new file mode 100644
index 0000000000000000000000000000000000000000..a90c24ca0081f779600e906a9095618686d0fa98
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session05_midres_random_015.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c781a70de129d44de611ac98c9b7cddb782fcad1539330a9308f3d2f1ce5646d
+size 5879
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session06_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session06_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..c367219089723994b5c88a4a87b6da581adeaa25
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session06_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:616586c42a212d53e8e23841218e74f8ae6beb3aebceee1492351ce5cda7a4fe
+size 5786
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session06_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session06_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae441af9cafebb898b6b5a1335eafce9a0490c26
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session06_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:981d9148e2fd36123772b500c9de83660c77e2fe4cc23094288d421d822c5bfc
+size 4907
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session06_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session06_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..15d87c3d671ac819da0a499e15315d4165422c42
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session06_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed31c9ca528cf86b715d742c823a31cc5652d19bb7aaefaa1ef7199d823a689e
+size 5404
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session07_midres_random_009.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session07_midres_random_009.png
new file mode 100644
index 0000000000000000000000000000000000000000..a88d8a5b536710c7d42916fc43b7a23ed1b342f1
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session07_midres_random_009.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5649e022898adc0ba82d3174c4aa797c81c73c5a68eb4d41bc58d8f3f762f33
+size 3787
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session07_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session07_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..8eed8e1f7d80dc4ddc5ad9788ab084af8669bcfc
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session07_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fea32fc04ed666e88cae734e51ad5909767cc947a517260bc22ae60495c50306
+size 5463
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session07_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session07_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..06c90d31ddabb83d047f7cab5e320bbc9789a7c5
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session07_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:259bb4645a7a2da5f25f38f46a9f35cecafe72f16ab42f6827b94351cda595ba
+size 3068
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session08_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session08_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..cd1ad16d7ba583c6b4eca9557ecaff9e82a9a7eb
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session08_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6066f09acbdb35053a7756f4e23e0e5ebda91d180ba6ebb51a43d1daaf27d2dc
+size 1460
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session09_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session09_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session09_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session09_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session09_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..6b05b0528bea6559a8381b7a5b6b1e8b82c554d1
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session09_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4e0481a5e3a6fe3b462a5f222a74747561e5e88a071098e93fb54af9915edfc
+size 4801
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session09_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session09_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..a2f8bac79177a4fe1956e28f567e0bf66a8625a5
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session09_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76e9a89812ad453e0d605c60dc23222f695589dce4db2e162af49673a1288292
+size 1698
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session10_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session10_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..30fcafda05f570c0b4b20619724755282f8af22e
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session10_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50d39da055e803ebbdc023660a2737fad2d1c8b9e9e776191f0b3da95726fa07
+size 6537
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session11_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session11_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..0b1a62e89d96ff324cc6732fb9df611bb0f8dd71
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session11_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85b59ffcb585acfb6c8aa4010d56452fe7d2c951c93e6962bfb12b5aa64833e3
+size 1242
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session11_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session11_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..603713bedd0d09a87c000c745c18c62cdfd5bd5a
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session11_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38eda5905630a2d769066dcc01a70b02f246801f05ab3dbe833e1e35104c3060
+size 2647
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session12_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session12_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..238898770d768e8784400ae42aaa17b53e3e3998
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session12_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c329d48b5ce3289520ddda9632290c4ae4dd5d2d1f802cbd785cbe97e951e205
+size 4521
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session12_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session12_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..59f6aaa3a2688c55248cc64f9deaeeaab9b24a23
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session12_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00a2ee41feb3957a62726c04db3d7c2df8ea9c42c10b7f7df2ff84383b13be0e
+size 4842
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session12_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session12_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..aa6a0ddda658f9330f54feaa45f8d038bd6fbaff
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session12_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a1c64591c71b7c86a7b5bc9cb4d1760d8366b63148504895f9fe6ce9f629bc7
+size 4620
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session13_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session13_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..001f2d89219f4e2d42f404c2e7680e88bddd44c4
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session13_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e807844d2f1667821443596e391fd26b65eb2dd4b09cc13d48d5717b4a587912
+size 2443
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_006.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_006.png
new file mode 100644
index 0000000000000000000000000000000000000000..59f74b7ef9b2021266a06b0741e6ab5fdb52cead
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_006.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ccbf0280af228af81632477c4a00a151c78c41b60e250215adef7bf38646fb7
+size 402
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_009.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_009.png
new file mode 100644
index 0000000000000000000000000000000000000000..4aa3fb89dd0f3e194c4bae37d1c86c9ded680d64
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_009.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f19064514380236606fb834487361f98a70bcefdcc109eccfb4084f50283a8db
+size 3579
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..7a8eddf6e2f48cb560fe6340bc4538076642bd2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66710f74dd8166467574a318b65fc10e37c288f2b74cd14c3635bbbbf695418b
+size 3749
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..89127e5d13a5b739144343085d22663cdc85076a
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session14_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:602c30fd3eded019ae059d58dd0b7d15bdb47db71e0fda38365d8c360a7e685d
+size 4262
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session15_midres_random_015.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session15_midres_random_015.png
new file mode 100644
index 0000000000000000000000000000000000000000..7d890f81a6e1ea64cab0adb6058e23b275e4ec50
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session15_midres_random_015.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:627ea4c744c729181405a1378b6c3eceecc34b813416e095e710362fa96145ed
+size 6018
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..d5bcd8a1e92234d6920f3e622cc957830ae5da41
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:147be2088168449d44203da567958ec0cfccaeeea6b01090ab812df5112408b8
+size 5506
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..77c48e39182a1312a41ea86994514c8d2a213e93
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f079adf60ae4d50cea05c84a1a11f1d26d1d26e07a22c54f760ffd3c2f4d879
+size 6535
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_011.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_011.png
new file mode 100644
index 0000000000000000000000000000000000000000..dc7126d4213b1f170c9ad6fe75e4ca6b30926932
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_011.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e36fcbd672920e896b39f1f57dd74668142f19edd321cff264b18428bc45664
+size 3562
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_015.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_015.png
new file mode 100644
index 0000000000000000000000000000000000000000..a48e6119c784c11478ff1d47eecc1e9cf4d0af3e
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_015.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7e80ee8ff2825207dcff3b7a309801702ed4cd04a4f874781351e242e3cb9ee
+size 5905
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..f7b2d2c1c955ab3ec18ebc44de1ecca7ac80f895
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session16_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abea2352d931644464dd22cf954a2360e084d264b513ae2002f08bde65c8499f
+size 6692
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session17_midres_random_002.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session17_midres_random_002.png
new file mode 100644
index 0000000000000000000000000000000000000000..b43a13f43bb738ab477d614cab0bb6389eb3163e
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session17_midres_random_002.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85fc10b05acf32a17035c21b6ba54f0aa4e4630d882567026d5b1b0c0434ff45
+size 5496
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session17_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session17_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..8d8937252429874348b05184966c6ee0e11b4420
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session17_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9cf42ba7e9c2370a6fef9f26340777e36ab10ad45ec9c5a6bd9746fa63e0488
+size 6174
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session17_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session17_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..2d57fe21e20addc2eb048400f2df8207a44f20d4
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session17_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:289b8c475a5a3b3a3a51c9d745d8f438a487cb3ae422819ad5577bb05e7da8d3
+size 4335
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session18_midres_random_006.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session18_midres_random_006.png
new file mode 100644
index 0000000000000000000000000000000000000000..c9d3d3f33e20ce2eebcb1265305522a29da6a436
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session18_midres_random_006.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ce6fd04abc3d8ad91f0f9382359820919531b7d8b792b468676402aff88017e
+size 450
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session18_midres_random_013.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session18_midres_random_013.png
new file mode 100644
index 0000000000000000000000000000000000000000..886730eba044b4b8d990a5c7c8109bef3dbbca0f
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session18_midres_random_013.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e65b976740b5522aac67fb26e89497c987e057046a1992bbe6dba4a047adc998
+size 4935
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_003.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_003.png
new file mode 100644
index 0000000000000000000000000000000000000000..45732fcd6349fd11e5ddbde41e1047c0776b03ec
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_003.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96db620bdf21a22da80cced0f3b2b942d7afd241640b2b9f8b51c8c8eaeeafa4
+size 4780
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_009.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_009.png
new file mode 100644
index 0000000000000000000000000000000000000000..bf5602bab50be5992e11d1df5bfa118271a76fa7
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_009.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81d8a320aa871ef83c3f0b7e0e388f2bbdb67d5c2a9ef7b980904171da9de48e
+size 4748
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_015.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_015.png
new file mode 100644
index 0000000000000000000000000000000000000000..a28c495e7f6f8b0b8b0926bbafed0167b326de44
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_015.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9529be9d55cb34526360980a59f1bbd62a1c12de133e2ac58319ac40324c2fb
+size 3043
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..e8d0b730ff068b669c47232869cdd8b9f6ee5f3b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session20_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ac0c8f8156a0f9ed1ad8f7268ee5326fe2a00a838ad252f1aaa65279b198397
+size 4189
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session21_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session21_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..6879b00d85ac643819bf0fffa4f6f796789e5383
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session21_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c479aecf8e12bdbc8228187e6f3e8a6f83003f8d91484372b267c3ee2b2b42d6
+size 6298
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session21_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session21_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..cff2b2de68fae990dfcb6e834a4982efabe3c388
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session21_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2cf66a766df6a4f20f48f8a70bc8387a3146acec4ba69bc117fa1987e5384292
+size 6659
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session22_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session22_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..d97d567b6f2630f551a11434690b8f3d639b40dc
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session22_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ef1681cf1db64c097f2ce7d54d941bc8fecfffb6239d53d673dcc948d4c15e0
+size 3313
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session22_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session22_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..10727b5a6367151d915fc287dc9317a70fd581b8
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session22_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a1ff3293da12c7c8e3c4216427b13170e8d5889def5b4a09c4cc1545f559f61
+size 4097
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session22_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session22_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..fbd332bbf86ae9ab2917bc3680c7f86999681142
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session22_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6eb3994bf75c19cb6d04592786c4a19ea1b06f64a80ee99658a2356c880bdbde
+size 6224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session23_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session23_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..c6fff4b7f74bab25ab837d2486d0b26618dd1733
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session23_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:124d12f4c61f32d36b4275c80bb9ee3f038ac105af5908fa62d30c584a278c23
+size 5651
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session23_midres_random_009.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session23_midres_random_009.png
new file mode 100644
index 0000000000000000000000000000000000000000..332754f4d848ef29e80243ea6b9ce72b46946767
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session23_midres_random_009.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:285bc0ec201725746190a1712da2853bd624ddb58afdfc62db04099d94c00fcd
+size 5476
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session23_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session23_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..a2f1f356a7d54aa2349fa5fc9c4ffbec503674a6
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session23_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2f94417d122cec08197acf54d1e003ced9e26ae9930fae80cfac82c216c7363
+size 3832
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_006.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_006.png
new file mode 100644
index 0000000000000000000000000000000000000000..5dc5c4a9f4bd1649695c19186e27f86fb01aad0c
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_006.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55b797f4ed5b4d23caaaa05f8d327a5988ae839f2fc5e0072a0adc69b7e0a8c6
+size 2006
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..df3cd80bb70cffb32fba7f4f6a9c81e02f16a3e0
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33a7830a339239cf2717c31f93bc9f0a5c600b0d4e4b5b5bdc8bbd7d86b9336f
+size 4811
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..47ef28873e2cbc9a0f593c2aa1a2447b6139a5f0
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48a13a06f0d6b1e9ce2da4bc769eddccede0c6fc2d4ef6447c2c55c58e55709f
+size 4707
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_014.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_014.png
new file mode 100644
index 0000000000000000000000000000000000000000..ed14f9dcdcff527f55fd88907f50b4ad63d94469
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_014.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce88ae9e967906f4333d77122edd2258fbc24e743e4921f934d7017a746281e6
+size 5132
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..b7c71a5f980d339b02e75db2bab302304e816247
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:123a6fc09ce117f6eac01277573e4e20cc2e701f4d35adf0f92ff2d6b7edf6cb
+size 3568
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..42471671d86f307f69d673e4e77fce29ac172152
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session24_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2305e905eff51e1c942d274885f90e29b622d57dc5161bbfd82247bc737edd75
+size 5742
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session25_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session25_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..6c535757eea20c4e92db6d0bf049771cb2746d3b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session25_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ac624354b0f431c3e3aad05cf0e9a9927ed1f571e3815523db9eb0a6107762d
+size 5292
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session27_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session27_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..f5188367d4ea3ed8238acaa68e7e215aa345bf4b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session27_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0eacde82d5bfb2a493dd49b09347fac626bbf38b8459073699a4294e24cc0e2a
+size 3218
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session27_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session27_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..4260ede6302524cd7d790609da7efc3e6955d24c
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session27_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6697d9e0e6665fba16e2253cc208f6c08dda5ce3bddcccaf57f8d8573e248ef3
+size 5422
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session27_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session27_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..60e22ff87f97cfcd3b2543849ab30139c19dfba8
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session27_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11b0fc4299d0c02a294cadc9f4483ae3cd2446281eeed937222efcda09b704c5
+size 2587
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_004.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_004.png
new file mode 100644
index 0000000000000000000000000000000000000000..27aefad4791c6efe3215692c4bdd0acc0949eeb0
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_004.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c11dc98f100fde3ee8a19ba90ff23c72c2c3295347f9cafc745c950cad7ef108
+size 6075
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_005.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_005.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce3936fcf83a6f997cf44d6df8aea3db91b8ec97
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_005.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6cb9939c927d1f428e2c3033e9f609ce53ec1d92e03d48a39cc4d2c56e443b41
+size 5305
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_011.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_011.png
new file mode 100644
index 0000000000000000000000000000000000000000..b60eeab67a1a7daa34b87f2974346baffca2fca0
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_011.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e97252f40ea144329573a148be79d3824903ebcfcff687d99dbc2ef6af30cfd
+size 735
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..80229a640d75af75d5532d94097c04442ca117f9
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session29_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecddccab64167abbddf3c72bf046d573576550b04ba866a3c24159a01b0b76f9
+size 5526
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session30_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session30_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a9394cba4a3ddedcc777bdaa56d461daf72a07c
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session30_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a92479d26f2d29f67c5605983c21c7d1e4168835b06da8a31cc10dec320e1ebc
+size 2960
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session30_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session30_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..452ac6876cf3b6937841c44e3260112027d9644b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/chicago__chicago_session30_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7067f718ca2d89a654f542e07661825b30870d96b67682bf88730e727950f6e4
+size 3587
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session01_midres_random_006.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session01_midres_random_006.png
new file mode 100644
index 0000000000000000000000000000000000000000..91ffffaf7d0ee0201882398527fb607ca5c44ac0
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session01_midres_random_006.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3030f8912b865d31d51984e06d2b08ed3443d05b4e49318e2bd654d47be4d427
+size 3532
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session01_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session01_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..7b922dabd59af07e7ccdc5dffe723975aafa50ea
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session01_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d454076fa284322e4dbda845ea66a474b4620f1cf3ca3fac64fa42f0f029097
+size 3610
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session02_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session02_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session02_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session03_midres_random_013.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session03_midres_random_013.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb6bead571df430aa9ef3e1a7ac7a41fced0e041
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session03_midres_random_013.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12fe102633d642a06fe1926296f0763b05b1427cffaf13c199b70922169f9664
+size 4803
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session04_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session04_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..f38703b5d24ca14129431ada39e27eb8267827c1
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session04_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:995cf8eb19e261871cc0f1be099c048b3a2bc8e49c2f4c1ed7d568d856a32878
+size 3914
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session04_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session04_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..2debb4a8f71c0f5639684f8dd6c9686a10ce1fd5
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session04_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:197a4e0e081d56372da764f93e5e9bcded027b7fe3d4f70387c95cd018ee2395
+size 2215
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session04_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session04_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..45daa3d71a09eb9d3364cccf9b4fa0d807d0923d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session04_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3018e71bd06f9cd7b733ac736a357259e0a02f4cc847d672aaf4f89797897c2
+size 881
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session05_midres_random_004.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session05_midres_random_004.png
new file mode 100644
index 0000000000000000000000000000000000000000..b828ddf93787c3104dae6e075f44203d333ac6ae
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session05_midres_random_004.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05c7e1e43f94b2aad898e09522326f72c01171e06a30cc3fb9b355e765b544a8
+size 4604
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session06_midres_random_004.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session06_midres_random_004.png
new file mode 100644
index 0000000000000000000000000000000000000000..c2a708f1a4b1d11da05557fd1a06e7d9b656ae86
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session06_midres_random_004.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad24dc287d6401b5ec95dd0786206a9d6ea5f69d942ca9c75c4176d63b4a0fd0
+size 4430
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session06_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session06_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..92e3ef93f6579852ad00d8765d27ee27079d526d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session06_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee906d6a1ff4d08e0ffa5aecbcf1e1b15613186bdda052466a58b5aba2c83ae1
+size 4468
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session06_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session06_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session06_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session07_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session07_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..72106f10fd2ea6cb5058495aa90a49e54a3010dd
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session07_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e66b294d906ad9dc3d26e277e72ce6d1e58ee8463058415ff85b3cf53c69d6c1
+size 3526
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session07_midres_random_005.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session07_midres_random_005.png
new file mode 100644
index 0000000000000000000000000000000000000000..62931a0b07c25fe99f4859fefabb8f3e02c9c72a
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session07_midres_random_005.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f512b5dab2e8d79cb4da8791d84b6bc2e072cae92ee51897430b203555fc386
+size 2562
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session08_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session08_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..4530b76457c3a147a64e0b0bbe68d38d7acad628
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session08_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69c4492a37ef252660e31ee9ccd44f21c6c160bb9d6fc587499c07f223ab6076
+size 4652
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session08_midres_random_011.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session08_midres_random_011.png
new file mode 100644
index 0000000000000000000000000000000000000000..f981289b757f995013a0bc19f1110b881f82c801
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session08_midres_random_011.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5625217f85469e46924e9383646865ae6bee642cf59ad55211011cfbc1ab8c4e
+size 2156
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session08_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session08_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..9667c33fe30c5236f26f108c22360e44ec006a27
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session08_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73910990b4b802c1ddb363400d920d21c8fd0a2a1516bd128d85f9e349cf846f
+size 2155
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session09_midres_random_003.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session09_midres_random_003.png
new file mode 100644
index 0000000000000000000000000000000000000000..933ace945a08c8d935d4912333dfc5cd9eb2e254
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session09_midres_random_003.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0eeeffb9967b70521b2090d0500841e83528ff12f944074698db54f7fa0d640e
+size 910
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session09_midres_random_013.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session09_midres_random_013.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb7239061ed7e0b48a8cff87f7eb8ae17e91e3f2
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session09_midres_random_013.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22400e52309057feb5e61e70357eb6deceb1da2332d98c715a63213bae0455ca
+size 2377
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session10_midres_random_005.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session10_midres_random_005.png
new file mode 100644
index 0000000000000000000000000000000000000000..9bc774a342b2fb14bae3d693a6345921bfcbbb79
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session10_midres_random_005.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84a7f8636975ac7d2fcdd6586f2ba67ef26f5ac3ce89321ff803c40457dd7d65
+size 4117
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session10_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session10_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session10_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session11_midres_random_005.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session11_midres_random_005.png
new file mode 100644
index 0000000000000000000000000000000000000000..fbca13529414fd38f2c567bc4cbb8db147e4b050
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session11_midres_random_005.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03a5c91dd0a90ad57372284fc27f35a6b4cc39cab5e9f3fceaac525865837527
+size 3475
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session12_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session12_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..c9d4d267ba6ef9f78a859a64bd3b0b9fa6424c16
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session12_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90fe4c0dc852235942e63712d9e35197341ee45bab33aa9581eff680dce68c25
+size 4578
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session12_midres_random_015.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session12_midres_random_015.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb09dd2a77118fa68ddbdd1ceea96238ef815acf
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session12_midres_random_015.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ca6aca0f9033ba0e5577c07de2048fe58833282ed3297c7b8953fe4d5fc29f5
+size 3325
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session13_midres_random_005.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session13_midres_random_005.png
new file mode 100644
index 0000000000000000000000000000000000000000..6cbe21bf1718eb1c1d2bb9f1bc4004fde051a54f
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session13_midres_random_005.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33ec829ac2eba6751c27901fb36d58ef13b49cd68bca950d8ccd699533248be7
+size 2330
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session13_midres_random_009.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session13_midres_random_009.png
new file mode 100644
index 0000000000000000000000000000000000000000..802fb1818c8daed3fe5e9861063d5fd879a84c7b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session13_midres_random_009.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d17caff1f292446c9ec965da43e4ab7f3b87c48a4f59fd81bf10bbc372c2208
+size 2937
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session14_midres_random_005.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session14_midres_random_005.png
new file mode 100644
index 0000000000000000000000000000000000000000..b99c0c5527c60df2de39e2079cb530c28a1c2bf1
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session14_midres_random_005.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:021d18962980e9ea3cd20d72e3458967175b97dbd4a296fb7b790d7a3f21e230
+size 2204
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session14_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session14_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session14_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session14_midres_random_014.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session14_midres_random_014.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e8650f19bd85f14544c28f1a1baeedec91bd19f
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session14_midres_random_014.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:516ff02f3c7001bb7ebef4212b7f3181b8e2e9d12f3a1f8fc34451e3438edd4a
+size 3188
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session15_midres_random_002.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session15_midres_random_002.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb249baf74a8127f6fe6c67c71e29572031675c0
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session15_midres_random_002.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61d90c7e403ffb58a35928bf565b9b17f92a7b889a9737d9a6d4ee91472d3619
+size 3779
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session15_midres_random_015.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session15_midres_random_015.png
new file mode 100644
index 0000000000000000000000000000000000000000..2cda0ba3471d83147410bb547ec2e5ed756a0d4f
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session15_midres_random_015.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74a52042fcc219bbe404e03366cc4ea92222ead8308c4b93c7f55354b87fba70
+size 4922
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session15_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session15_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..d682b8ebdbfbcfe2bbe1cf54deaa6c745b465096
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session15_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9aa39e1971174e07084f9fa2b42532bfb17a8e8fa8aac7109241fb814e0af8f1
+size 4949
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session16_midres_random_015.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session16_midres_random_015.png
new file mode 100644
index 0000000000000000000000000000000000000000..056538d84ad82f250075a33fff160157b48f3668
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session16_midres_random_015.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7cb2b9a376b17b368dad2e232adcc5782dfcd676c8dd17f5c553b5e383bfa4ec
+size 4194
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session16_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session16_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..896bf4267a2951f90f0cdfd51415fc4555b50c85
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session16_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c44e34fde481a23aff5429f51d0af6e150d1dcc2904ca163f8876a8a5ef89c23
+size 6719
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..6fb7132a9cf99fd23f56e3b7fb3c6777ce713b07
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad83a0edb661295991806d7c278f371d527e4ec18f1792030920701547e34823
+size 3009
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_014.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_014.png
new file mode 100644
index 0000000000000000000000000000000000000000..e7d3164ff3cddaa315c5e931b33ca31b66efc45a
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_014.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:291ec67bd85cc530d6ad8fab446494528770e1bd09bcebc373e42fd9625f1069
+size 4581
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session17_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..70a47cff4731d13acd36f414e469e6c3ecee36ff
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd100903ad1455c6876a548e9d9d63d735851050c3255850f8876c245083ad6c
+size 5335
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..6cc7c69a549a8b2df0340b83880186c54e440512
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1de7cc8cb9789f9514e1a1ca52a8bb8cae6b60c6c45d465eb64055e3e6e56fff
+size 1116
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..53baddcf9e57d79b8d54ed5e7fc2451c8d0ec089
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34e09c782c0585c2271a5cd670efc16174217a615f17fef150a90742a67cdfe9
+size 5409
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session18_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session19_midres_random_005.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session19_midres_random_005.png
new file mode 100644
index 0000000000000000000000000000000000000000..5e5bf00dcfda252ba7023a854b073530d08ad39c
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session19_midres_random_005.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f764f94118193462233b1439ec8565ca4b37e9a69432ca45e13ef74ecd907743
+size 3714
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session20_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session20_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..111f3e3ec979c08578a4cec91e255b6d281e5f45
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session20_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63fba11ee629b66ed2f3dc2a18a5e2d6d3a9a2dc1ebd0d28494308b65ab5c7ee
+size 1845
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session21_midres_random_014.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session21_midres_random_014.png
new file mode 100644
index 0000000000000000000000000000000000000000..a5b8848678e4cd4d29ece556f4971b7638a7c277
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session21_midres_random_014.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9a122959cc901b2fb76cd1449fd254e56be30ca2c82a446554ec0bff884cebe
+size 5289
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session21_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session21_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..beb6ca97e94072e3576aa3179ef973a2ffb2e218
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session21_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0764ef75b9fbdce76fdf2cfb88657b73051292d002bdd2118dac435757d77fb8
+size 316
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_002.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_002.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a9dd994c8c3b7fcd26198fd39f421841434d18d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_002.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:269e301656a9cfa7861ed14e9996c69b319a8db832c9b376bd9501ff7db1fa8c
+size 4077
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_003.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_003.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_003.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..4bb23270cf5a4be0d834e8aa9787f353c63b8cf2
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6cd63cd1438d9d47e4c691d451cad23d8d56f4721e97074ee6a3c23a4821215b
+size 3286
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..56c459587e29b0b99a7e2600c8c14845f6344c04
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bee203cf9997d2d74fdcc6209714adea473d31389212e911474070cd5006fa1b
+size 6041
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..620b85756dc101796f32d49f19e661dd72a11eb7
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session22_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4444e318af0e58c1fc6174e7c77538d36a6ec116241dcdb08d5dc014d82d9d81
+size 2360
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session23_midres_random_003.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session23_midres_random_003.png
new file mode 100644
index 0000000000000000000000000000000000000000..44746dc30e269e27a87fbbe4e0f7127cdadef2d4
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session23_midres_random_003.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f28f455c7264b44d4694f6127810905bced529e52f851eedd9a4472c1f42405a
+size 1515
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session23_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session23_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..8ac84ae961a1fcbc7705b0a0cf36f2974b434f6b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session23_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:027b58111248487492584eb6067126c5ad5dd23161e9dbf6b41b478e47892cac
+size 4577
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session23_midres_random_013.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session23_midres_random_013.png
new file mode 100644
index 0000000000000000000000000000000000000000..ea130b048f39697c61e4316985dcf8134e6c1a27
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session23_midres_random_013.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05111818c0bc4acd4a775c6afbfe6f2cf1da153183841f6dfcc9215fab7b69db
+size 2753
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_004.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_004.png
new file mode 100644
index 0000000000000000000000000000000000000000..cef59178f977cc5bb40d8f0f8b177fd7dbae763b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_004.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfd3ec4462f88cd07695fe039da99e3c25d25c7b9285b8bbf85567312e10d83a
+size 3604
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..349ed8cf893f2c8fde944179c5ca4666c4388f0b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a5c4fe9486ec6f402ec2a1c7e279bdd79cc4172a3bc19ace81daeed44c8648e
+size 4946
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session24_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_006.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_006.png
new file mode 100644
index 0000000000000000000000000000000000000000..71d53a6fb7b0beebe476131aedd054d89d4b1280
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_006.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e0d36b59bc6ef551668126a1b36d40b18e4e052b6b55f9d47fcf0f067cc4d5c
+size 3113
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..1a882366fefebb2fd35752c0f071b998fc0592ab
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af1d91557e6ce39d66d71fbbd1c382dd4e695d70b7fb401d3ad4b4157e9160ae
+size 3538
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_011.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_011.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_011.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..71fd878e2d7c397494ebd1b06162a2f09eac6279
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session25_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0e81335a32ca87f7bbb7f40b10983c08419b58f46ab31c5bf812d5bba5c59b9
+size 4755
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session26_midres_random_003.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session26_midres_random_003.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session26_midres_random_003.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session26_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session26_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session26_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_004.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_004.png
new file mode 100644
index 0000000000000000000000000000000000000000..3343f50715a82878f38d42162427ff5b93f33791
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_004.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9f260208cf860e59536671a5e9b6d0f5f9f821ca50d75e8a310fa65b7ce5f60
+size 4456
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_006.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_006.png
new file mode 100644
index 0000000000000000000000000000000000000000..34c10c9c311e6e1ae6c7da474e756603b05f5470
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_006.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05c78c8914c468775ca7da3acf33a1a227847f6a9a4777e84f28b4b9c9a952af
+size 2921
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..35d9a799b872d44a736e4b46f8c6f78446fb98ef
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b778f6598d7e0eebc3a74fd9d998a59faa9d27f15cd2648daf24a6e282a9bdd8
+size 4775
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..275f553ff44503eb3671c690b89e6b4b24112056
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0342d0f34a2f75e10bd9b58c26b4316f2186ff374c77e0ffda992bca35011908
+size 4314
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..6160d457757b3244c3393df852d2b6ed6e430b3d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session28_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cbe1b9f1ae0ba9786a83211e43edf1dc762157cff98474907a1cacb77154523
+size 5020
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session29_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session29_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..9a7b0547f9831cb7d2fe1ae922b5fcb7e4cdbeef
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session29_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90873aa34689e85a3b60b051999cf5b0317f4c0500efb0a5609c11cc14c9477f
+size 6470
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session29_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session29_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..34ca0cbd9d66fd135610f4185857449b18fa95ef
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session29_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3bf6c6ed63e99635092c335b1d50bb1c6af34d6b3f9ec9fe8f873e2d47d9850
+size 992
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_009.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_009.png
new file mode 100644
index 0000000000000000000000000000000000000000..8850e31ef0aa4fdd9f5633f777c147416e848521
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_009.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d91f6c46c640fd2f80ffc997ac19edce7f18875d36643a5a3778dfebb04ae72
+size 4096
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..c29fabbda791f8be7dc0336decafe617a779ce6d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks/miami__miami_session30_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1bb7bee09ab9fea9f4e63b52b135e54bee68247b1bda11bcbd1767a3fee328bc
+size 4564
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_002.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_002.png
new file mode 100644
index 0000000000000000000000000000000000000000..c05853a65e8e5305c709067e50e6f143c31fe2b9
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_002.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d292f53c7203d99f0db76fe32e700036f29cf9ae74eac73f645bf8a686fe34dd
+size 3346
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..12eed58aba5570d8e9f2df33a84fdc0232b2145a
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa659b4cb47a29354e89395fcaa89be7e0d4af0da00ba0db80a478dd65e56803
+size 3377
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_011.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_011.png
new file mode 100644
index 0000000000000000000000000000000000000000..2bdbae8becb430d73215ee1c5e9766ad048261ed
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_011.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:873130edb0760dfb63617c89b20c30f9dc6d515005012cd4876931d9f1baacec
+size 3130
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..90e18c1341aac1e4253953f746a5a7ae2150f8e0
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75e3eb7d4e7b2f5c8076535f0e73610882cde5079f2b20215cbdaaffa77e7345
+size 5056
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..1bdec781cbdf32be42db9ca138ac9cee9d8d74d7
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session01_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0907674c6db669879cc437dc4c8fdc17ce8786f34e0efea3b20c91ef689bb0a2
+size 2792
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session02_midres_random_013.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session02_midres_random_013.png
new file mode 100644
index 0000000000000000000000000000000000000000..eed88c1bac5999c498bd5a945e9c7fdf818bbe50
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session02_midres_random_013.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f56b409b93404467b4c004fb4774dcb3af8b6d65bafafd78333f8e5d30988bfc
+size 3616
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session02_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session02_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..57583fba593e4812292185498c7ff1f5d3e1b0cc
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session02_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a329b63fcd5738d0f48e0da489365a2bab525ff0389a59d27523bde6210c51a
+size 4576
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session03_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session03_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session03_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session03_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session03_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session03_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session03_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session03_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..9e1a2f26f40c53d05aff8f05c2772fa06c2cf778
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session03_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13bd213461c0c49894ecab1d03815c2a4cb8a716023cf62e34b26dba869e7358
+size 5786
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session05_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session05_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session05_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session05_midres_random_014.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session05_midres_random_014.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e0418b3d98777acb88bd25e26c7405e5b6135fb
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session05_midres_random_014.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1902a7874fd2d5f5238c5d96fd0498d6d8597737e2de739c43dcfd5a419c1895
+size 4355
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session05_midres_random_015.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session05_midres_random_015.png
new file mode 100644
index 0000000000000000000000000000000000000000..37a3915a4b3c5278e29c5a596c7e0b19321cf367
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session05_midres_random_015.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47a84ccaecf5e436f741403353a2a28546d69bcc5f6d209864169cf264da7b4f
+size 6037
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session06_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session06_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..b15946f4c7888136404aa0894a56f26f0f2bbb29
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session06_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5d5f991d0a7c3f7109232f4cbc048ff28263847ed565b25b5cb745b99136402
+size 5978
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session06_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session06_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..8a6da61808e66984a37d172352d4060c2c49bb4f
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session06_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64f6ebe14a42ea97f8d557438cdc57f704265593e6d1e428d0c936972ea83128
+size 5160
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session06_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session06_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..ac48804526c05cb137c9ed551c976f21f647784f
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session06_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c0d31bc6955ba4c22f69e23268c12901089c749346824e52bd01ee7b8d08398
+size 5658
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session07_midres_random_009.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session07_midres_random_009.png
new file mode 100644
index 0000000000000000000000000000000000000000..bf43949e87fe31de74393e3e00333c7847d7c897
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session07_midres_random_009.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8a2053bc50890e2741132212eb44fc7ac3ecd81de6e0f7d4da7a77f3dd7956d
+size 3795
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session07_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session07_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..6bff68d8abc529a36ff4bad78fcb506ee1b5d75f
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session07_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14c8e2335845b45dcb15308a654ca5c5ef345aa262ceb3776b98f0b3e6b3c9dd
+size 5466
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session07_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session07_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..a47870498d6e8d67b1fb1266ccf277f8664b5d1d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session07_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76a255d99d19a241bb1916535c20e1c5e1e12d0e2a5ce978e4bf1bb1552455f4
+size 3069
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session08_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session08_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..737afee6ad44225754770452dbd1d1ead178cc48
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session08_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c93aa48e612d9805a3ba9e0e15efa6c2c7bbed45efeef34e83d7c1367fde1b98
+size 1504
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session09_midres_random_007.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session09_midres_random_007.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session09_midres_random_007.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session09_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session09_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..24e1d29baa43504af90ebe43cc64ca88cfa752d5
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session09_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b56250837d956c75e255d6bd1752138b8cdcd117cf302f9fe3d2e36e2c6cdd62
+size 4928
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session09_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session09_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..d7225d7824469b19d3a18968a852ab98b80ae3d3
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session09_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a192545fa7ce975c1baf88d40ddffcf4f0f5029856fb1fe58ac5a6efa02b920a
+size 1769
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session10_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session10_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..70e4d808cf0cb7abee5005dc3f0a7ad410e71a8e
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session10_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec8120f73702c6e9903bdf5606085584d28342d61e28ac2e600c116cd866de76
+size 6539
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session11_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session11_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..d6eeb2ffe56fa7831877d53f68f3e0d4fc0c4751
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session11_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1fa6f2da492a5be666b79bcdb628c87792c44fbdf72153904deeac2e8d3ea0a
+size 1253
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session11_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session11_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..dd7643ca1a62eb8252745eebe537c9796b41c591
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session11_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:797bbcab4ad788091607574d11f99a88cbc6de3d225d8394606d8759f2b34831
+size 2686
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session12_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session12_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..af5e5d8382f21b8227270dbe57935315efe7dd22
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session12_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38fd71d06576854ee57852a634396e5937d42f97c75c8ffa899f1dcb15720c95
+size 4683
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session12_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session12_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..bb3a063e8d7b91d6133b70e8782d3f2350438119
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session12_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8fe84245f2c59a9176e652f37db4f36a68c74e994b2788a4475c550588bc793
+size 5048
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session12_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session12_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..d0d0437a1fbb99c9a2706f6db4eabd4f91d63114
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session12_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c40c4dd87a9d7993b7540b85774b879921cba00c8917f8068069ac6c71648c2
+size 4849
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session13_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session13_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..249eed94fbf6a5fa1c6862417028a5de82aed378
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session13_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51d0b4c9c532c964d1f2281c2df89f70921df2ec71bccc29a1dded313507baeb
+size 2435
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_006.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_006.png
new file mode 100644
index 0000000000000000000000000000000000000000..6f6fb571b63145fe7526c32d4e806cbfb2b064c0
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_006.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cd3b9a2524433c55543756a868ff98223366142c28b2b50b59f2b099fab7605
+size 399
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_009.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_009.png
new file mode 100644
index 0000000000000000000000000000000000000000..ad22de00c02523b7ecb87f5e5dd3c124d610c6e8
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_009.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7f01e2d2e95d2784bc6f2be10b02e4721985269d80b9d82499b31447ac3247e
+size 3689
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae3f41af9fea626aada58a5b02a67b187951104d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64e7807153eb7ade32485d93da35c4991e1c5d5ea1f7a116730f38aed87d121a
+size 3884
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c13e0b5e715ff603653aa0e77d58c0a799a577c
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session14_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3801eaac76c1d43f8a189ec492ff22c965ff3e2846c96ba0ab55ff2ec3750b48
+size 4339
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session15_midres_random_015.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session15_midres_random_015.png
new file mode 100644
index 0000000000000000000000000000000000000000..e61a94c72c987cac17e19b910a86a9d0193c7666
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session15_midres_random_015.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc8df884cfde6b53473e760082e29b1342b5f1fd45b39d521c6920737d6b2204
+size 6065
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..b9c74eb5a916670ec73842e880da55838a4058a6
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a72c63a0a1473592b074b59e10aea970961d81bd246c6d744bdc6e8a9ab5c3d2
+size 5862
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..003f3932119776809787871605fa5d42e497ede6
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f31183c2b68599fedf795e4c4693bc3eae626f104f01a792768b4305217ca48a
+size 7000
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_011.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_011.png
new file mode 100644
index 0000000000000000000000000000000000000000..7ffb0ba53562efabf5ec2b0f01722585dea6039d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_011.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9763c1fdc568e64114ab859bb2f97970f12170308b4f5d14fab4bae6528c63d
+size 3609
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_015.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_015.png
new file mode 100644
index 0000000000000000000000000000000000000000..e27e3aa520435bf2c72a7cacc6d4b3f51b6d472f
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_015.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7da781f33fbf41877e2ce9e9a63270a5aac072430285be809dbdef6bb504efa5
+size 6232
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_016.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_016.png
new file mode 100644
index 0000000000000000000000000000000000000000..2acac03a7293131b764a1a638ebaae29f15e5d74
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session16_midres_random_016.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:684bae0a76dda0f9446f59b8f7e1428606177dab020dcb26709c4903fdf7bdd9
+size 7044
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session17_midres_random_002.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session17_midres_random_002.png
new file mode 100644
index 0000000000000000000000000000000000000000..53765149ae7d139d05da6620e8d52b7c1f6ea33e
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session17_midres_random_002.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e997b096ca21544991800b8f1f17fe84e4a1735c377e54e58d619f6601282f5
+size 5828
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session17_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session17_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..e31d2f4f5c932cd7f068c89beba9a906d0fe1271
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session17_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ada5ddfa79b837841b6256a16cf11035d2e11a1247c72d6cee266e455dde2f3
+size 6470
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session17_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session17_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..1a753cc5cc93b80719848bdc1e6dfae8e94281cd
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session17_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf9b8f6a104aef2cc435c1de0151438dbf75290cf9a33329d4dd4ffac80ea06a
+size 4434
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session18_midres_random_006.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session18_midres_random_006.png
new file mode 100644
index 0000000000000000000000000000000000000000..d2d802e2b8b6447b9cf2cc9bd15fa927f99b90ae
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session18_midres_random_006.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6dafdce4a6a35f16a661754895ad0706eb175eeb4ea922ec3ef66e65b77154b2
+size 453
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session18_midres_random_013.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session18_midres_random_013.png
new file mode 100644
index 0000000000000000000000000000000000000000..1783906dfd742405239469e1b5343ba08c2ac8ac
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session18_midres_random_013.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e96ffa74b4183a46df00188d780bb834aaef005bfd2b27bb1ceabbc7777913d5
+size 5182
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_003.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_003.png
new file mode 100644
index 0000000000000000000000000000000000000000..1584d273b698bf2dded8352f6229b3083e03eccf
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_003.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f2cbe846575757afe4bb0db0baedfb00b1f0b253d8a0426700bbbdab62485fa
+size 4770
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..321118c1943e62782bc58de313e3fb9f67b7df2b
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84968dfb8cfc77ea473842d38ba9e91744649b5d41b43691f611dc81dc35f2c5
+size 224
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_009.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_009.png
new file mode 100644
index 0000000000000000000000000000000000000000..f954890996e9783d34146c7ae0c20314f63f6618
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_009.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64c1449459af89da8934e2c11d99f18e2f499ac8437f31dd2c223f60d37d8208
+size 4758
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_015.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_015.png
new file mode 100644
index 0000000000000000000000000000000000000000..103287d8c8757243bbe132d113de18e59ae01b39
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_015.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2e23dc0a5b263c49c7edda5c2ad9a4fd202165c8ac65bf923cde8fc01c686b2
+size 3082
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..f311669ded56da69476162255f00b47525064780
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session20_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5e6f891a5f4a027601c6aea847581cf523729d21ef3e339e244361092a8119b
+size 4208
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session21_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session21_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..5d06a5a91e3edc2a1bbc3df205aa044738007ef7
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session21_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca78741ae3b7c80c493d1c68f20425cfddf663e3b86d59db513c53d4cd25ddbc
+size 6673
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session21_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session21_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..56b328a6483a7deae4555ab7322e3023dc214cbc
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session21_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:105c1b2daa859193c4a75a0385ef16d8494407ffba3cff6aa8cdd66313d91861
+size 7019
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session22_midres_random_010.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session22_midres_random_010.png
new file mode 100644
index 0000000000000000000000000000000000000000..d1e2abe63fb54192864076414834f2b524ca0835
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session22_midres_random_010.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e5c513dd5352b0d806213858fb1d72edad17704dc2bcadf4f0cc3bbfe8913f0
+size 3344
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session22_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session22_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..5ffcb03fa22d64a36e5e67e1a7ac037653ea264c
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session22_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c2ad8b580f907ae8261c4a69a5853ce870584d9246fa51093cb21f89dd46464
+size 4149
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session22_midres_random_020.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session22_midres_random_020.png
new file mode 100644
index 0000000000000000000000000000000000000000..fa16667bf0a2c9af13b275617c467226b1751d1f
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session22_midres_random_020.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c3849a2aa8346763df01c87c55744b66d2ab790d9d0d00aff606f6c1ef3f8d9
+size 6586
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session23_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session23_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..90866617352cfaeff63115948107b7ca0e2d3147
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session23_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:987227ccb80997cab34acfb585cd60d4d8bec29b9ffb896323b542cfcaeca9c9
+size 5898
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session23_midres_random_009.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session23_midres_random_009.png
new file mode 100644
index 0000000000000000000000000000000000000000..fcf8d40ab734304ade55963dd8be9cb81c7995bf
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session23_midres_random_009.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a2d054bed7728d210cb255fa388a7ac8f033c3397b946f51b0a0fcaa6c6443c
+size 5717
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session23_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session23_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..71a3a398f625f8b597bd1ba32ba6a842e9b1728d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session23_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61995950c470ba896042a561eab9605aad1c3e63e669b75959ac08b9b52497f6
+size 3993
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_006.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_006.png
new file mode 100644
index 0000000000000000000000000000000000000000..b3567a86d83dc1ed94b496d845c476ce10874dd4
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_006.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:090a75014f450fd136bf2ce5bced0d98488e3b630323db426964537a4f270f4f
+size 2079
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_008.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_008.png
new file mode 100644
index 0000000000000000000000000000000000000000..153a067a726f441d63c4dd78e7c2f10e8dd3dbb7
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_008.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:899713c429c3bf1730790738d424f9a016950ecec431ea57d5e06a34db1c6ed3
+size 5006
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..a34800a23b6b3615be504a05898f380396128487
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e60b8dded430c8a69f7043631fd41a3fc1bc1d21fec1e65611dad579a55cfc17
+size 4721
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_014.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_014.png
new file mode 100644
index 0000000000000000000000000000000000000000..375a8554403fd3753534cfea23254c342cee2076
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_014.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86f25ca20d49d40416650584c7c4cfbed8530e408d9dd8a7a91b61040e4e130c
+size 5208
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..808cc2125fffcfc6261ba570ebb250e79950a38d
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5086e0ebc6044328344949563a12ed96c7c081ac9670639caffd762d0ad4229
+size 3646
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_018.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_018.png
new file mode 100644
index 0000000000000000000000000000000000000000..4d6c975d3fb4d7ed4140bf15962fea438e9bbb79
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session24_midres_random_018.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c13d2e57e3bf1607b8b9a070ba3844031dfb8a300441ec086ff4bce32bb3d093
+size 5723
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session25_midres_random_017.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session25_midres_random_017.png
new file mode 100644
index 0000000000000000000000000000000000000000..8a4a5c4db0ee33c1faba5bd4b78f1ac46f22c342
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session25_midres_random_017.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48741ead448cb65586034f73bba09b046756fb332bd060671245aa579756e439
+size 5474
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session27_midres_random_001.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session27_midres_random_001.png
new file mode 100644
index 0000000000000000000000000000000000000000..bd5350c4baa9b6bd9d4d51c6e4e1f95d4d7a0aa8
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session27_midres_random_001.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:959ae0c54af40712012a41bd2892fcecf683afb00c3f3b32741807537392ca90
+size 3165
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session27_midres_random_012.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session27_midres_random_012.png
new file mode 100644
index 0000000000000000000000000000000000000000..9712eeeae4c0eff51651d0ff4cc6a7c34a5760c6
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session27_midres_random_012.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7c27fbbbefcaa516f0d63ab0d35ff09463d0240a3d9a5ef9c307d09f7cc7045
+size 5705
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session27_midres_random_019.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session27_midres_random_019.png
new file mode 100644
index 0000000000000000000000000000000000000000..4c7106e4594a430bf5d4a360612329f30fec3d68
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session27_midres_random_019.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:beec4545f7356c4bb50e4f9735067e73346b06f9ee120289e934f295cf19655e
+size 2740
diff --git a/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session29_midres_random_004.png b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session29_midres_random_004.png
new file mode 100644
index 0000000000000000000000000000000000000000..744b89b353381372d722ee13a61e4c92af8db9f7
--- /dev/null
+++ b/data_loco/fold_0_holdout_phoenix/midres/val/masks_multiclass/chicago__chicago_session29_midres_random_004.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:076e3acb21ccc901e637769968890752a397ac854c56adcb4f3ac03ca1498404
+size 6227