diff --git a/examples/training_data/.DS_Store b/examples/training_data/.DS_Store
deleted file mode 100644
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Binary files a/examples/training_data/.DS_Store and /dev/null differ
diff --git a/examples/training_data/processed/00000000/clip.mp4 b/examples/training_data/processed/00000000/clip.mp4
deleted file mode 100644
index 3b8f9d004bc006f16569138bfc93660fc1153d8c..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/clip.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7933df8527f851b0dd18600242720f9edf8f0f54114f40317860d7e163c6e943
-size 3029650
diff --git a/examples/training_data/processed/00000000/dynamic_masks.mp4 b/examples/training_data/processed/00000000/dynamic_masks.mp4
deleted file mode 100644
index cf5b0f56821403666fdf1025e14220644f38d547..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/dynamic_masks.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:135723756707066e4b1b7edecf0f55f3474496ffb120d52dc71871dbb8a389ea
-size 339662
diff --git a/examples/training_data/processed/00000000/dynamic_prompts.json b/examples/training_data/processed/00000000/dynamic_prompts.json
deleted file mode 100644
index 87e4efa0319bd856285af37a61d1cc1a20f13c40..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/dynamic_prompts.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "raw": "1) person\n2) car\n3) sky",
-  "entities": [
-    "person",
-    "car",
-    "sky"
-  ],
-  "prompts": [
-    "person",
-    "car",
-    "sky"
-  ],
-  "status": "ok"
-}
\ No newline at end of file
diff --git a/examples/training_data/processed/00000000/geometry.npz b/examples/training_data/processed/00000000/geometry.npz
deleted file mode 100644
index f75687b679de2e49997bd1cc5636dca148a2e21c..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/geometry.npz
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1ff89760739ce6a0ffbcdfbdb1f1883ed5971e10c9dd82973fcf6c8c8206e657
-size 165477281
diff --git a/examples/training_data/processed/00000000/latents.pt b/examples/training_data/processed/00000000/latents.pt
deleted file mode 100644
index 2cdd116d681d01036f53ce5cded1e8ca6f661692..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/latents.pt
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:30c6d9d6301d71c9c4717ef468d447a2e2ba18f5510af051458f382f93f40e6a
-size 27363108
diff --git a/examples/training_data/processed/00000000/mask_car.mp4 b/examples/training_data/processed/00000000/mask_car.mp4
deleted file mode 100644
index e64584bcfdc2da1247fc5ac13fbe64d539dd4f8c..0000000000000000000000000000000000000000
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diff --git a/examples/training_data/processed/00000000/mask_person.mp4 b/examples/training_data/processed/00000000/mask_person.mp4
deleted file mode 100644
index aec82af7f811748132b07a384c82a48291748879..0000000000000000000000000000000000000000
Binary files a/examples/training_data/processed/00000000/mask_person.mp4 and /dev/null differ
diff --git a/examples/training_data/processed/00000000/mask_sky.mp4 b/examples/training_data/processed/00000000/mask_sky.mp4
deleted file mode 100644
index d6b723dee14f76dd5fe8ec81c7ebc2a5aaa0f4b1..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/mask_sky.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:600e63d9faf910365cf5f71290869bfa05f646f644415696da0a1a476f4674ed
-size 283869
diff --git a/examples/training_data/processed/00000000/train_preceding_proj_fg_rgb_1.mp4 b/examples/training_data/processed/00000000/train_preceding_proj_fg_rgb_1.mp4
deleted file mode 100644
index 5921bfd7fc8d7125fc1529aacd1a777fcde44268..0000000000000000000000000000000000000000
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diff --git a/examples/training_data/processed/00000000/train_preceding_proj_fg_rgb_9.mp4 b/examples/training_data/processed/00000000/train_preceding_proj_fg_rgb_9.mp4
deleted file mode 100644
index 9de748b61f114654ddb9741c4d30d9356777cbb4..0000000000000000000000000000000000000000
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diff --git a/examples/training_data/processed/00000000/train_preceding_rgb_1.mp4 b/examples/training_data/processed/00000000/train_preceding_rgb_1.mp4
deleted file mode 100644
index d3e8865cccfdeba224277cf35f51e0fb3cae9727..0000000000000000000000000000000000000000
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diff --git a/examples/training_data/processed/00000000/train_preceding_rgb_9.mp4 b/examples/training_data/processed/00000000/train_preceding_rgb_9.mp4
deleted file mode 100644
index c42cff157990e184ea37f59082704ee83d0763b8..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_preceding_rgb_9.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a806dc60b82aa5f24a74cf7584fa33a4febfd733c39ca623e29a56a5a78716bd
-size 121834
diff --git a/examples/training_data/processed/00000000/train_preceding_scene_proj_fg_overlay_rgb_1.mp4 b/examples/training_data/processed/00000000/train_preceding_scene_proj_fg_overlay_rgb_1.mp4
deleted file mode 100644
index 03cfdf6923b10a61363cc4f64cf270a29a33faf3..0000000000000000000000000000000000000000
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diff --git a/examples/training_data/processed/00000000/train_preceding_scene_proj_fg_overlay_rgb_9.mp4 b/examples/training_data/processed/00000000/train_preceding_scene_proj_fg_overlay_rgb_9.mp4
deleted file mode 100644
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diff --git a/examples/training_data/processed/00000000/train_preceding_scene_proj_rgb_1.mp4 b/examples/training_data/processed/00000000/train_preceding_scene_proj_rgb_1.mp4
deleted file mode 100644
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deleted file mode 100644
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diff --git a/examples/training_data/processed/00000000/train_reference_instance_00.mp4 b/examples/training_data/processed/00000000/train_reference_instance_00.mp4
deleted file mode 100644
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deleted file mode 100644
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diff --git a/examples/training_data/processed/00000000/train_reference_instance_02.mp4 b/examples/training_data/processed/00000000/train_reference_instance_02.mp4
deleted file mode 100644
index d95ca00ad3a95a7888643b35c6f6f1cd266e004a..0000000000000000000000000000000000000000
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diff --git a/examples/training_data/processed/00000000/train_reference_instance_03.mp4 b/examples/training_data/processed/00000000/train_reference_instance_03.mp4
deleted file mode 100644
index dd59560a0ef0c551935d4af700c30b5cf45efedf..0000000000000000000000000000000000000000
Binary files a/examples/training_data/processed/00000000/train_reference_instance_03.mp4 and /dev/null differ
diff --git a/examples/training_data/processed/00000000/train_reference_instance_04.mp4 b/examples/training_data/processed/00000000/train_reference_instance_04.mp4
deleted file mode 100644
index 77868c74ca0456ea88433c47d9974a9f27a3b7c8..0000000000000000000000000000000000000000
Binary files a/examples/training_data/processed/00000000/train_reference_instance_04.mp4 and /dev/null differ
diff --git a/examples/training_data/processed/00000000/train_reference_instances.json b/examples/training_data/processed/00000000/train_reference_instances.json
deleted file mode 100644
index f8d53cd182e1c737382c4205459fa4dd1b17f079..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_reference_instances.json
+++ /dev/null
@@ -1,59 +0,0 @@
-{
-  "target_video": "train_target_rgb.mp4",
-  "prompts": [
-    "person",
-    "car"
-  ],
-  "instances": [
-    {
-      "rank": 0,
-      "obj_id": 9,
-      "max_area_ratio": 0.030376101762820514,
-      "frame_indices": [
-        42,
-        53,
-        60
-      ]
-    },
-    {
-      "rank": 1,
-      "obj_id": 8,
-      "max_area_ratio": 0.005681590544871795,
-      "frame_indices": [
-        1,
-        42,
-        62
-      ]
-    },
-    {
-      "rank": 2,
-      "obj_id": 7,
-      "max_area_ratio": 0.002423878205128205,
-      "frame_indices": [
-        11,
-        29,
-        54
-      ]
-    },
-    {
-      "rank": 3,
-      "obj_id": 6,
-      "max_area_ratio": 0.0023337339743589743,
-      "frame_indices": [
-        60,
-        62,
-        63
-      ]
-    },
-    {
-      "rank": 4,
-      "obj_id": 5,
-      "max_area_ratio": 0.001970653044871795,
-      "frame_indices": [
-        55,
-        59,
-        60
-      ]
-    }
-  ]
-}
\ No newline at end of file
diff --git a/examples/training_data/processed/00000000/train_reference_rgb.mp4 b/examples/training_data/processed/00000000/train_reference_rgb.mp4
deleted file mode 100644
index d69f8802c6e62dfa1fdd48a9049480d382260be6..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_reference_rgb.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:9198ec28b716cdd629680b654c2db416f2056136a6500df4f5db614381825cde
-size 144828
diff --git a/examples/training_data/processed/00000000/train_reference_scene_rgb.mp4 b/examples/training_data/processed/00000000/train_reference_scene_rgb.mp4
deleted file mode 100644
index b34d6a8274f0e537acc06d30bc65e25fea35649f..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_reference_scene_rgb.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:43933ec73381a1adee7be5ce33194b3568922f0c496ae3657bc155d0b14cbb41
-size 138324
diff --git a/examples/training_data/processed/00000000/train_reference_scene_rgb_orig.mp4 b/examples/training_data/processed/00000000/train_reference_scene_rgb_orig.mp4
deleted file mode 100644
index 909d77c1c695e455dd0af1592abc69ff963132e2..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_reference_scene_rgb_orig.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b5228a8f111598e17ac0fc46376070444536b3ea7541aac5051ff919c40470d5
-size 143767
diff --git a/examples/training_data/processed/00000000/train_sample.json b/examples/training_data/processed/00000000/train_sample.json
deleted file mode 100644
index 3c8f8f0acfe282d2c7c5f66bc0501621cf824592..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_sample.json
+++ /dev/null
@@ -1,171 +0,0 @@
-{
-  "t0": 26,
-  "P9_idx": [
-    17,
-    18,
-    19,
-    20,
-    21,
-    22,
-    23,
-    24,
-    25
-  ],
-  "P1_idx": [
-    25
-  ],
-  "T_idx": [
-    26,
-    27,
-    28,
-    29,
-    30,
-    31,
-    32,
-    33,
-    34,
-    35,
-    36,
-    37,
-    38,
-    39,
-    40,
-    41,
-    42,
-    43,
-    44,
-    45,
-    46,
-    47,
-    48,
-    49,
-    50,
-    51,
-    52,
-    53,
-    54,
-    55,
-    56,
-    57,
-    58,
-    59,
-    60,
-    61,
-    62,
-    63,
-    64,
-    65,
-    66,
-    67,
-    68,
-    69,
-    70,
-    71,
-    72,
-    73,
-    74,
-    75,
-    76,
-    77,
-    78,
-    79,
-    80,
-    81,
-    82,
-    83,
-    84,
-    85,
-    86,
-    87,
-    88,
-    89,
-    90
-  ],
-  "C_idx": [
-    0,
-    1,
-    2,
-    3,
-    4,
-    5,
-    6,
-    7,
-    8,
-    9,
-    10,
-    11,
-    12,
-    13,
-    14,
-    15,
-    92,
-    93,
-    94,
-    95,
-    96,
-    97,
-    98,
-    99,
-    100,
-    101,
-    102,
-    103,
-    104,
-    105,
-    106,
-    107,
-    108,
-    109,
-    110,
-    111,
-    112,
-    113,
-    114,
-    115,
-    116,
-    117,
-    118,
-    119,
-    120
-  ],
-  "scene_idx": 115,
-  "R_idx": [
-    92,
-    14,
-    12,
-    94,
-    10,
-    96,
-    98
-  ],
-  "R_iou": [
-    0.07454549403766372,
-    0.0694113967938869,
-    0.06155005990764799,
-    0.06073820098027936,
-    0.06025912646675358,
-    0.05896005194930133,
-    0.05594802497313094
-  ],
-  "R_stats": {
-    "threshold": 0.04,
-    "max_refs": 7,
-    "stride": 2,
-    "voxel_size": 0.01,
-    "num_targets": 65,
-    "num_candidates": 23,
-    "best_iou": 0.07454549403766372,
-    "avg_iou": 0.040257401322028034
-  },
-  "projection_channels": [
-    "rgb"
-  ],
-  "output_size": [
-    480,
-    832
-  ],
-  "add_fg_to_projection": true,
-  "has_fg": true,
-  "src_aug_applied": false,
-  "naming": "figure"
-}
\ No newline at end of file
diff --git a/examples/training_data/processed/00000000/train_target_fg_rgb.txt b/examples/training_data/processed/00000000/train_target_fg_rgb.txt
deleted file mode 100644
index 83e6fa5105113a759fbf025b21192f2c3bed94de..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_target_fg_rgb.txt
+++ /dev/null
@@ -1 +0,0 @@
-A white van drives forward, followed by an orange and white bus. A large truck passes on the right. A yellow taxi speeds past the bus.
diff --git a/examples/training_data/processed/00000000/train_target_proj_fg_rgb.mp4 b/examples/training_data/processed/00000000/train_target_proj_fg_rgb.mp4
deleted file mode 100644
index 2b56bcf478c478698f4ceba41799f99557633596..0000000000000000000000000000000000000000
Binary files a/examples/training_data/processed/00000000/train_target_proj_fg_rgb.mp4 and /dev/null differ
diff --git a/examples/training_data/processed/00000000/train_target_rgb.mp4 b/examples/training_data/processed/00000000/train_target_rgb.mp4
deleted file mode 100644
index 332317f7cf20db6bed72bffbaeffd5eb2893f5bf..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_target_rgb.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:629b6e0fb5de1a0a2b0ede81d5ce8a48c044559b8f2b35bbd740ac09257757a7
-size 808291
diff --git a/examples/training_data/processed/00000000/train_target_rgb.txt b/examples/training_data/processed/00000000/train_target_rgb.txt
deleted file mode 100644
index aa0b29f05b53c0b94b3a25489839bf4dd8d27d81..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_target_rgb.txt
+++ /dev/null
@@ -1 +0,0 @@
-The vehicle glides forward along a wide urban avenue, flanked by bare trees and modern buildings under an overcast sky. Traffic flows steadily, including a prominent orange-and-white bus and a large truck passing by. Pedestrians stroll along sidewalks beside metal railings, while streetlights and traffic signals punctuate the scene. The camera moves smoothly ahead, capturing the rhythm of city life with muted tones and quiet motion.
diff --git a/examples/training_data/processed/00000000/train_target_scene_proj_fg_overlay_rgb.mp4 b/examples/training_data/processed/00000000/train_target_scene_proj_fg_overlay_rgb.mp4
deleted file mode 100644
index 62415f12d1a958fa7f493e4b7f2f34e0543bf784..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_target_scene_proj_fg_overlay_rgb.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:01f26e2972c6b80172049df7774a6cfc6e74fdf14766439947e5139a63d8ee47
-size 832132
diff --git a/examples/training_data/processed/00000000/train_target_scene_proj_rgb.mp4 b/examples/training_data/processed/00000000/train_target_scene_proj_rgb.mp4
deleted file mode 100644
index e7f4f119e2db41c0877b7156a8dc8f77faa3f934..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_target_scene_proj_rgb.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c08b45fbdfecea9614eb673ebc91a794728fe281cc848d53d462a109a8e36764
-size 820568
diff --git a/examples/training_data/processed/00000000/train_target_scene_proj_rgb_orig.mp4 b/examples/training_data/processed/00000000/train_target_scene_proj_rgb_orig.mp4
deleted file mode 100644
index e7f4f119e2db41c0877b7156a8dc8f77faa3f934..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_target_scene_proj_rgb_orig.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c08b45fbdfecea9614eb673ebc91a794728fe281cc848d53d462a109a8e36764
-size 820568
diff --git a/examples/training_data/processed/00000000/train_target_scene_rgb.txt b/examples/training_data/processed/00000000/train_target_scene_rgb.txt
deleted file mode 100644
index 1e681b62356d52ce36463a1e5e7262dae6ea4206..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000000/train_target_scene_rgb.txt
+++ /dev/null
@@ -1 +0,0 @@
-Urban street flanked by bare trees and modern buildings under overcast skies. Concrete sidewalks and metal railings line the road. Streetlights and traffic signals punctuate the scene. Buildings display varied architectural styles. The atmosphere is muted, with diffused lighting enhancing the city’s quiet, subdued ambiance. Camera moves steadily forward.
diff --git a/examples/training_data/processed/00000001/clip.mp4 b/examples/training_data/processed/00000001/clip.mp4
deleted file mode 100644
index 5a5b825b5e71a17fa72b266c94b9316cd7042e3d..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000001/clip.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:192530efced1bb9553bff5bb56af57874d412e82a77f321ad22ccc4ba4cc923c
-size 1694156
diff --git a/examples/training_data/processed/00000001/dynamic_masks.mp4 b/examples/training_data/processed/00000001/dynamic_masks.mp4
deleted file mode 100644
index 67ea39ff206911c665daa39b0b325c0fa89b0f44..0000000000000000000000000000000000000000
Binary files a/examples/training_data/processed/00000001/dynamic_masks.mp4 and /dev/null differ
diff --git a/examples/training_data/processed/00000001/dynamic_prompts.json b/examples/training_data/processed/00000001/dynamic_prompts.json
deleted file mode 100644
index 831f166ff9062c94e708909293326e569bed70e8..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000001/dynamic_prompts.json
+++ /dev/null
@@ -1,6 +0,0 @@
-{
-  "raw": "Nothing",
-  "entities": [],
-  "prompts": [],
-  "status": "nothing"
-}
\ No newline at end of file
diff --git a/examples/training_data/processed/00000001/geometry.npz b/examples/training_data/processed/00000001/geometry.npz
deleted file mode 100644
index e6cb002bd69f9d72ab3b8622495f8c901dbbf8ca..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000001/geometry.npz
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
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diff --git a/examples/training_data/processed/00000001/latents.pt b/examples/training_data/processed/00000001/latents.pt
deleted file mode 100644
index 1cf02f88a645fdcb08843d1fc7ed8620999e9b8d..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000001/latents.pt
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
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deleted file mode 100644
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--- a/examples/training_data/processed/00000001/train_sample.json
+++ /dev/null
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-{
-  "t0": 18,
-  "P9_idx": [
-    9,
-    10,
-    11,
-    12,
-    13,
-    14,
-    15,
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-    42,
-    43,
-    44,
-    45,
-    46,
-    47,
-    48,
-    49,
-    50,
-    51,
-    52,
-    53,
-    54,
-    55,
-    56,
-    57,
-    58,
-    59,
-    60,
-    61,
-    62,
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-    64,
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-    81,
-    82
-  ],
-  "C_idx": [
-    0,
-    1,
-    2,
-    3,
-    4,
-    5,
-    6,
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-    93,
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-    103,
-    104,
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-    107,
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-  "scene_idx": 114,
-  "R_idx": [
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-  ],
-  "R_iou": [
-    0.5075392736220058,
-    0.3585663437196642,
-    0.2754447755802402,
-    0.20114208819267132,
-    0.17367741069481032,
-    0.16608006730701816,
-    0.13594338545828102
-  ],
-  "R_stats": {
-    "threshold": 0.04,
-    "max_refs": 7,
-    "stride": 2,
-    "voxel_size": 0.01,
-    "num_targets": 65,
-    "num_candidates": 23,
-    "best_iou": 0.5075392736220058,
-    "avg_iou": 0.15195567723155867
-  },
-  "projection_channels": [
-    "rgb"
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-  "output_size": [
-    480,
-    832
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-  "add_fg_to_projection": true,
-  "has_fg": false,
-  "src_aug_applied": false,
-  "naming": "figure"
-}
\ No newline at end of file
diff --git a/examples/training_data/processed/00000001/train_target_proj_fg_rgb.mp4 b/examples/training_data/processed/00000001/train_target_proj_fg_rgb.mp4
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--- a/examples/training_data/processed/00000001/train_target_rgb.mp4
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@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:85fb1edb55c61bb5cf82f8ff583bf5e96de9222c1a6786b0fc362c5fc7c00616
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diff --git a/examples/training_data/processed/00000001/train_target_rgb.txt b/examples/training_data/processed/00000001/train_target_rgb.txt
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--- a/examples/training_data/processed/00000001/train_target_rgb.txt
+++ /dev/null
@@ -1 +0,0 @@
-The camera glides forward through a sunlit, spacious home, revealing hardwood floors, a sleek white kitchen with stainless steel appliances, and a wooden dining set under a warm pendant light. Large windows flood the room with natural light, while a lush potted plant adds greenery near the glass doors. The open-concept layout flows seamlessly from living to dining to kitchen, exuding modern elegance and comfort. Soft beige walls and elegant columns enhance the airy, inviting atmosphere.
diff --git a/examples/training_data/processed/00000001/train_target_scene_proj_fg_overlay_rgb.mp4 b/examples/training_data/processed/00000001/train_target_scene_proj_fg_overlay_rgb.mp4
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--- a/examples/training_data/processed/00000001/train_target_scene_proj_fg_overlay_rgb.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5d99849576f05a0f14b6600deff06d8b94f06b638ca9c8d1cad27e2c59a13ac5
-size 485084
diff --git a/examples/training_data/processed/00000001/train_target_scene_proj_rgb.mp4 b/examples/training_data/processed/00000001/train_target_scene_proj_rgb.mp4
deleted file mode 100644
index b004cc26655239f19604fcbf5b489b2fdcdae2ea..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000001/train_target_scene_proj_rgb.mp4
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:5d99849576f05a0f14b6600deff06d8b94f06b638ca9c8d1cad27e2c59a13ac5
-size 485084
diff --git a/examples/training_data/processed/00000001/train_target_scene_proj_rgb_orig.mp4 b/examples/training_data/processed/00000001/train_target_scene_proj_rgb_orig.mp4
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--- a/examples/training_data/processed/00000001/train_target_scene_proj_rgb_orig.mp4
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-version https://git-lfs.github.com/spec/v1
-oid sha256:5d99849576f05a0f14b6600deff06d8b94f06b638ca9c8d1cad27e2c59a13ac5
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diff --git a/examples/training_data/processed/00000001/train_target_scene_rgb.txt b/examples/training_data/processed/00000001/train_target_scene_rgb.txt
deleted file mode 100644
index ca1c24827223b3728efb3efb5790de9fe7099e43..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000001/train_target_scene_rgb.txt
+++ /dev/null
@@ -1 +0,0 @@
-The camera glides through a spacious, sunlit home with hardwood floors and beige walls. Architectural columns frame the open-plan living and dining areas, illuminated by natural light and a warm pendant fixture. Large windows offer a view of greenery, enhancing the airy, inviting atmosphere.
diff --git a/examples/training_data/processed/00000002/clip.mp4 b/examples/training_data/processed/00000002/clip.mp4
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--- a/examples/training_data/processed/00000002/clip.mp4
+++ /dev/null
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-version https://git-lfs.github.com/spec/v1
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diff --git a/examples/training_data/processed/00000002/dynamic_masks.mp4 b/examples/training_data/processed/00000002/dynamic_masks.mp4
deleted file mode 100644
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--- a/examples/training_data/processed/00000002/dynamic_masks.mp4
+++ /dev/null
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-version https://git-lfs.github.com/spec/v1
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diff --git a/examples/training_data/processed/00000002/dynamic_prompts.json b/examples/training_data/processed/00000002/dynamic_prompts.json
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--- a/examples/training_data/processed/00000002/dynamic_prompts.json
+++ /dev/null
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-{
-  "raw": "1) person\n2) radio\n3) chessboard\n4) food box",
-  "entities": [
-    "person",
-    "radio",
-    "chessboard",
-    "food box"
-  ],
-  "prompts": [
-    "person",
-    "radio",
-    "chessboard",
-    "food box"
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-  "status": "ok"
-}
\ No newline at end of file
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--- a/examples/training_data/processed/00000002/geometry.npz
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-version https://git-lfs.github.com/spec/v1
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--- a/examples/training_data/processed/00000002/train_preceding_scene_proj_rgb_9.mp4
+++ /dev/null
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-version https://git-lfs.github.com/spec/v1
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diff --git a/examples/training_data/processed/00000002/train_reference_instance_04.mp4 b/examples/training_data/processed/00000002/train_reference_instance_04.mp4
deleted file mode 100644
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diff --git a/examples/training_data/processed/00000002/train_reference_instances.json b/examples/training_data/processed/00000002/train_reference_instances.json
deleted file mode 100644
index 17d8828cb7147bff39d6ba9260a6aa29b052f5e3..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000002/train_reference_instances.json
+++ /dev/null
@@ -1,61 +0,0 @@
-{
-  "target_video": "train_target_rgb.mp4",
-  "prompts": [
-    "person",
-    "radio",
-    "chessboard",
-    "food box"
-  ],
-  "instances": [
-    {
-      "rank": 0,
-      "obj_id": 2,
-      "max_area_ratio": 0.21596304086538462,
-      "frame_indices": [
-        7,
-        47,
-        48
-      ]
-    },
-    {
-      "rank": 1,
-      "obj_id": 1,
-      "max_area_ratio": 0.17424128605769232,
-      "frame_indices": [
-        4,
-        32,
-        53
-      ]
-    },
-    {
-      "rank": 2,
-      "obj_id": 3,
-      "max_area_ratio": 0.13515875400641025,
-      "frame_indices": [
-        16,
-        22,
-        55
-      ]
-    },
-    {
-      "rank": 3,
-      "obj_id": 4,
-      "max_area_ratio": 0.13495843349358974,
-      "frame_indices": [
-        2,
-        10,
-        53
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-    },
-    {
-      "rank": 4,
-      "obj_id": 5,
-      "max_area_ratio": 0.029286858974358974,
-      "frame_indices": [
-        44,
-        45,
-        64
-      ]
-    }
-  ]
-}
\ No newline at end of file
diff --git a/examples/training_data/processed/00000002/train_reference_rgb.mp4 b/examples/training_data/processed/00000002/train_reference_rgb.mp4
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diff --git a/examples/training_data/processed/00000002/train_sample.json b/examples/training_data/processed/00000002/train_sample.json
deleted file mode 100644
index b6a664901a63e67b3d03139bbb198b4d72d5ebee..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000002/train_sample.json
+++ /dev/null
@@ -1,172 +0,0 @@
-{
-  "t0": 9,
-  "P9_idx": [
-    0,
-    1,
-    2,
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-    4,
-    5,
-    6,
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-    15,
-    16,
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-    18,
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-    23,
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-    26,
-    27,
-    28,
-    29,
-    30,
-    31,
-    32,
-    33,
-    34,
-    35,
-    36,
-    37,
-    38,
-    39,
-    40,
-    41,
-    42,
-    43,
-    44,
-    45,
-    46,
-    47,
-    48,
-    49,
-    50,
-    51,
-    52,
-    53,
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-    55,
-    56,
-    57,
-    58,
-    59,
-    60,
-    61,
-    62,
-    63,
-    64,
-    65,
-    66,
-    67,
-    68,
-    69,
-    70,
-    71,
-    72,
-    73
-  ],
-  "C_idx": [
-    75,
-    76,
-    77,
-    78,
-    79,
-    80,
-    81,
-    82,
-    83,
-    84,
-    85,
-    86,
-    87,
-    88,
-    89,
-    90,
-    91,
-    92,
-    93,
-    94,
-    95,
-    96,
-    97,
-    98,
-    99,
-    100,
-    101,
-    102,
-    103,
-    104,
-    105,
-    106,
-    107,
-    108,
-    109,
-    110,
-    111,
-    112,
-    113,
-    114,
-    115,
-    116,
-    117,
-    118,
-    119,
-    120
-  ],
-  "scene_idx": 105,
-  "R_idx": [
-    75,
-    77,
-    81,
-    79,
-    83,
-    85,
-    87
-  ],
-  "R_iou": [
-    0.6607234699125665,
-    0.5335322757970787,
-    0.4243924392439244,
-    0.41892492225677475,
-    0.35327022375215145,
-    0.30494350282485877,
-    0.29902030384779216
-  ],
-  "R_stats": {
-    "threshold": 0.04,
-    "max_refs": 7,
-    "stride": 2,
-    "voxel_size": 0.01,
-    "num_targets": 65,
-    "num_candidates": 23,
-    "best_iou": 0.6607234699125665,
-    "avg_iou": 0.23296677640349647
-  },
-  "projection_channels": [
-    "rgb"
-  ],
-  "output_size": [
-    480,
-    832
-  ],
-  "add_fg_to_projection": true,
-  "has_fg": true,
-  "src_aug_applied": false,
-  "naming": "figure"
-}
\ No newline at end of file
diff --git a/examples/training_data/processed/00000002/train_target_fg_rgb.txt b/examples/training_data/processed/00000002/train_target_fg_rgb.txt
deleted file mode 100644
index fcaf6ead9d97048ac9b491d11b1e292ddd5ce4d0..0000000000000000000000000000000000000000
--- a/examples/training_data/processed/00000002/train_target_fg_rgb.txt
+++ /dev/null
@@ -1 +0,0 @@
-Four children in scout uniforms crouch, one adjusting a vintage radio, another eating, while a chessboard lies nearby on dry grass.
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@@ -1 +0,0 @@
-Children in scout uniforms crouch in dry grass, focused on a vintage radio. One adjusts dials while others eat sandwiches, a chessboard nearby. Warm sunlight bathes the scene, casting soft shadows. The camera slowly pans right, revealing more of the grassy field and the quiet camaraderie. A sense of peaceful exploration lingers in the golden afternoon air.
diff --git a/examples/training_data/processed/00000002/train_target_scene_proj_fg_overlay_rgb.mp4 b/examples/training_data/processed/00000002/train_target_scene_proj_fg_overlay_rgb.mp4
deleted file mode 100644
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-Dry grass sways gently under golden afternoon sun, casting long shadows across an open field. Sparse trees dot the horizon, their leaves rustling softly. The air feels warm and still, with a quiet, natural stillness enveloping the landscape. No structures or man-made features break the serene, untouched wilderness.
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