admin_train: icon 3148cls val=79.0%, screen val=98.5% (2026-07-12)

models/icon_classifier.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b3a622be54894f30c1eb575d0be34d25c7ab97331f2e564a9cea3ccb55f90916
-size 27548063
+oid sha256:6cfc7417f06f50875c871f468a015119d92fbb35e1664ee147e2705bb3d26d87
+size 31216799

models/icon_classifier_meta.json

@@ -1 +1 @@
-{"n_classes": 2190, "input_size": 224}
+{"n_classes": 2906, "input_size": 224}

models/model_version.json

@@ -1,11 +1,11 @@
 {
-  "version": "b3a622be54894f30",
-  "trained_at": "2026-07-10T17:50:40.534820+00:00Z",
+  "version": "6cfc7417f06f5087",
+  "trained_at": "2026-07-12T00:52:44.633376+00:00Z",
   "n_classes": 3148,
-  "val_acc": 0.9009,
-  "n_samples": 5891,
+  "val_acc": 0.7898,
+  "n_samples": 8717,
   "n_users": 16,
-  "screen_trained_at": "2026-07-10T17:50:40.534820+00:00Z",
-  "screen_val_acc": 1.0,
+  "screen_trained_at": "2026-07-12T00:52:44.633376+00:00Z",
+  "screen_val_acc": 0.9846,
   "screen_n_samples": 338
 }

models/screen_classifier.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e06bbcb0a52b7beac5440c4e8f2db8f16e72190ba060dfa382f3ee857c9fc4b2
+oid sha256:4ff15b45003cb730e4083a28aa5abf67be2f8f9b812a7221c4630f8219a60666
 size 6233051

models/training_manifest.json

@@ -167,6 +167,7 @@
     "04962150e0c1c82278ba289bdb081e58eb3784bb2da6cae9c2f574e3343d2520",
     "04975275a82c0679a6e0d4813671b933c698f86401b67481925514c6f71228e6",
     "049ea0cdb36236b057302c316001aa24",
+    "04a57c67d02257512bb0cbc13621c01c",
     "04a9f3158fa98fce22ea0ee0cfd423338c651354dd0f046d12ec3aa76ddacd71",
     "04b2a22d5505d6e6a019a74c73a3ec29",
     "04b42471da4af1eeabb09e43d28bfabf",
@@ -207,6 +208,7 @@
     "05bd33b9c50f74e1aca436419039631a",
     "05c38a7e59622a89415869438e44afc2",
     "05d0cd385a51df7f24bcacc22f78425c",
+    "05d58a7c261c02337899d02491597e2a",
     "05e4536819cedc0e623c9930c8c7c659",
     "05e5b47ce5b66f57b1926e1b31217c77",
     "05efb7513e3c43a0b308b147ca872985",
@@ -759,6 +761,7 @@
     "146b16bf97bb00dd107afc115e75ebc7",
     "147c443e68801b51ba02ed91f595ee02",
     "1482e04bb1564f61b14a5f947b5d2c67",
+    "148a93098a440e7662b65be931018156",
     "1490b7323369d10b13da17f23c62522edad0dc7a9ae8c6668bde17424376fd76",
     "1492d26d99f602afad7b382e76f439d0",
     "1498bef19c095ee1cec3730fa1ce329f1eccc4cabf4d2acfb5be03335f3c8434",
@@ -795,6 +798,7 @@
     "15463d7f3fa0cd95223ce99a98a384a3",
     "154866d56a9cce27ee9ddda5b064fe87abab0d8cc7bd186d91d15634265b186e",
     "154da94ed3bf6b2a477d8d0f602c05c82db80b66d2510c8c13d429bbbac9e440",
+    "1550752e1b369e36ea9f62c7be4e20a5",
     "1550c20cb2c53137c0f357a4b450fe1c",
     "155a95dad0097773d9ad431ad8e250aa",
     "15621339ad03f5e7c5db1f8ff5f6a138",
@@ -858,6 +862,7 @@
     "16f790bf42039314f66ae1a3999a7c0b",
     "16f86bb20f9d5672d3e5da0f3e19f8ba73dd6d90218b9b72d1da12e439f98516",
     "16f8a7eff51f6d25795903605a3241a4",
+    "16fd49dd35e37d2de5877a87a09b460f",
     "1701e645ac13c536135189b1e56eb148",
     "1702be6a69d305faba8dd222fc79fd55",
     "1703bf157030273fc7587d6c6d2fada8",
@@ -940,6 +945,7 @@
     "190f7dfb78f0a49fb17cf278008b6d6c8f4b5f62ae5c74ca9f6929a2ed08d47a",
     "19102721596fe8acd21d732d7a630ad9",
     "1918894a3a59312831a09f8ef0e05ce5",
+    "191fa66a039fc4caa1de96c64e5679a2",
     "19216927a042f357b86a2e5ab9ca82b7",
     "192be12ec5bb245f91ab93ece1e98ce10c899e286f6b740e0254355d0f62b942",
     "1932f5923c251555829c7fa2882cdd25",
@@ -960,6 +966,7 @@
     "19a58b8fe1c839f24d1ed3eba0e42f4938bb9f732b003c6de07ecdd09a98ee56",
     "19a5e9ae83735ad6c9838889f36a36a68fdee2d1e9b35396b156d720d1370f26",
     "19b734595e17ba7b70e06515d70e2f46",
+    "19bd082664c9cb8df581a4e2f2046a43",
     "19c67f728d4552a53f63da36f9dc1e29",
     "19cb3f4b24580268c1ac177306df1df6c7b5c4ca1540f7aa88214305b6115da5",
     "19ce61c2fa823fd4756afe38f5c1b98a5bddf6e26e51fe19344ee23d62731d51",
@@ -1391,6 +1398,7 @@
     "24f01a2e9f3d5ec5ba08bf529e9d4e3b",
     "24f6b8aa3da3f3fdaa7d1461680f28854213b4bbaf245e866b2975a503a4614e",
     "24f87153d391288ea5319483babd9c4a65a54f2358ec5293727987352cfc85b9",
+    "24f94c69568006733edb255314465a2e",
     "24fb79c8ad8373392f3ff308893f0625cae3431f30ac36333afd0ce4bc3c669f",
     "24fb9be42b263253e713f66a5426e7a7",
     "24fbc62baf05f43f5014b550a1952092",
@@ -1416,6 +1424,7 @@
     "25617b5633de14d60cd4143e2302bec512c768b7761459184a3f3df77ad8700a",
     "257040fbfaa7503ad46453ec68ec09af22236a78bd0349d39bc2891977455c6a",
     "2574d50931d5592c5f26d034567dcf5b",
+    "2581ca93b5f8d2192d96c9007859f416",
     "258a30c45bb8317205cda28ab3db3cd3dffe8068cf64d60c3f5cad3a26f66093",
     "2592a39d0a49e00a9cbefad14ae4eb66",
     "2596566c673bf55a69233e6c882225ea",
@@ -1866,6 +1875,7 @@
     "314190a8f9447b19bae60dc4f12852f8",
     "3141ce1ba1535d94d1b0d2d672facf3e",
     "3142ccda75fdc684b7e089e30e8f66d1",
+    "3149db3cae107f0331425db425c07db2",
     "314fe3d8ea8b78b62ae19f293c5d8aa9",
     "315b654510636a75f81601d0d724eb08",
     "315f9b04b2aa73c6d671a836c1733358",
@@ -2096,7 +2106,9 @@
     "3745db96c5fdba3d7b6ebac0f9f233cb",
     "37480997937e520be08aa47cf20aec74",
     "374db20dceb4f3c3869149cd6743a608",
+    "374ecd3652aea168f450d65929c57370",
     "375343678c2c7ff5314891f428c724c5f051c8e5c5be19624bba607003cb44ab",
+    "37584bf4d603576d1a25a653aa03f22e",
     "37593a5c42a510a25da1562f5a0cfddb",
     "375b9f647ef83592fc003b1c6b7663e3",
     "376f962127e3e4b42ddef66f6500d534",
@@ -2259,6 +2271,7 @@
     "3b7c6044e778630313fab623e3158baa",
     "3b7c8570547ab158a0bfa40764b678de",
     "3b829093e70101e60be86cfc10b1cb39",
+    "3b846f0d92676b566866e5552c9ad36f",
     "3b85f542d79fa2884b8bfe79861e6652",
     "3b8b2528689c73c2d36dcf78f4e5a27e",
     "3b90b81784786af5670e67aa597a2d0e",
@@ -2355,6 +2368,7 @@
     "3dc90b82a529e5c2090ecd70328aa92f",
     "3dcf7058d2a3860e387e8894b14875e77435c813121770b22ec8fc53869c4f27",
     "3dd419804e17d9008b03b52414ad6e62",
+    "3de3eb83c1ad216c742038339fcc3a18",
     "3de514ad250801313d3d6b0ef0a7dde6f744fdc30f24fbed7a738e9dedf3ede9",
     "3de6cf87d6706a807cc133adc04049ce",
     "3de79774cd4814328ea2fbee2d6fa0227f3cae850fcfdd3ddd457b1487e007db",
@@ -2757,6 +2771,7 @@
     "47ddcaaa5803c8913d47db54514851ac",
     "47e185eb04981d2ba84eb5632e066289d57d8fd00de22aecd0ecde960e3ff329",
     "47f0ccf5e089e1284e7a6f8e5c0c3700",
+    "47f319465e238a320b1f386bef37747b",
     "47f7dd179bd1f1ee54b172db1b2f5686",
     "47fe2d5bde3af15ce183139708936e2b",
     "48009f2ac927284bb397299666d6932b",
@@ -2797,6 +2812,7 @@
     "490530a2b112485452f21ed92ea62093",
     "4909ba21a09590439629ad9bfb084f850af69eea2df0bab89c597086f71418c2",
     "490fa65004d85e183179a37258e29a16",
+    "4910f6f4d10d6105932aac09e62f2de0",
     "491179eef1cac7add65a97f0c98bfce4",
     "491fe6260e6746bbe135b66f793c7bf4",
     "492a07de1e57588ce5d18f19ff26a62b",
@@ -2903,6 +2919,7 @@
     "4b771c8a4261d738a553eb889cb9c9193f3b34ef7cdd1c581134c17a433aeb00",
     "4b7c3a0a45fb1fd60f9e643eb2e67fd301f8c3c3ec8eeb61b67fd63204e29587",
     "4b851afee12c1218d3b2f6b3efef0b3b",
+    "4b936b4f867515f4330eb2e0b01e3510",
     "4b98ea937f24fbb29a6081bfb93579d9",
     "4ba2206971dd759aef3ae33dbb2a1602",
     "4ba4b05a6360fe0be4f396e35ac91605240974297ce95fbd7aafb262fe6c786e",
@@ -3976,6 +3993,7 @@
     "674cd71498071c3ef41bf640e13535a2",
     "67527b038c07fa9a11df9374a8eff9c44b95bb18741fd993835c97266a555ca6",
     "6757007152a91d0b21f4660ec8d12b4213431c64f65391fd098439a19234e2bc",
+    "675796c84f3adae1fefe7bc1394a09c4",
     "67735333bb582b9aa16dcf0563791f7d",
     "678ce629aae454cf4f0e2e26dc1a69b784c88d247929a1ff1ae10b7919dbea91",
     "6790b546c3ca31dfe0720b0561404c6e",
@@ -4500,6 +4518,7 @@
     "74e1338961dcbf25a4e9b2509683d297",
     "74e3f2456061e735838a9d52055669fb",
     "74ff130bc92f25c39b915263e6cc89d7",
+    "75058569698a768174ebd04be8bfbe45",
     "750cad17c43cb64bafc95bd8eff9e35f",
     "750dccc4881df5be2facec78b40a1741",
     "75160a73797a8feef4edda6a90d1af6d",
@@ -4603,6 +4622,7 @@
     "777fd50d65e942fa9e3a9da0da929987",
     "778b001c2f91c9c302489e1b000e03401dc4d1d93c5e06b7ce44c412f9ef378c",
     "778b603e851ed7eb679b2d47c3b6884e",
+    "7795683ffcd29e28dc0e01bf1a2d15d1",
     "779921c882b403821018ad6eb11b0389783180654341337a6c3a6e95c44dd93e",
     "77996eaaa81ae6da5c0230a84ee1507d89b2c6736650862d53ed7d0ad0f706c4",
     "779a4dc9be1669a9af5bc5d659943190",
@@ -5101,6 +5121,7 @@
     "837a08adb96f6afb4206d7caf9b96cd6",
     "837e1e9383acfe15428ec4e7550e4a09e9f83793522d8f15c8389ba8a70f32c1",
     "838595f9a522b2962e0ad4b81dfe2db1",
+    "8390916f7f43f945619502bd015e2e5b",
     "839c8ca1be8b5b7eea6644999e4147e8",
     "83a8855b7be0a81d11b5fa4dc85f4365",
     "83b8452b3a6f096be02c3a67c01ea1437f89f52de3271b55d1291634b4a3b059",
@@ -5120,6 +5141,7 @@
     "83ff0d0079ad2b7993cef96cbc08dc2e",
     "840196be694ea8bf8274dc348895e7590e8171fce09ad27680d95293428216b3",
     "840bc50b6d86aa1547e8ed7b74a0762cb9d410c15f58a575202e8bde2973a42a",
+    "840c50da86bbdc335a5a0abfeaead254",
     "840ee00bd9da11973069c25240afa702",
     "8413a3ce9ec49f1285f8934d2e123639",
     "84145227de3c2128ea1b4add454b58382f8598971d2f6e0afcedb376a81b4e1c",
@@ -5139,6 +5161,7 @@
     "8463b249f6ccf337d7d15b98736524c9",
     "846467041c72d9e6b38198387ef562b7",
     "846a065bc8df2bffcc65a7398e9add45",
+    "846b15e359675f7b5ada50a2fe31b7ad",
     "846fb1518e8fe2c235e3ea3bae684c35",
     "847796f02e35788864e48b36b2b20113",
     "847bdd8a02a5c97bf88ebc967776d6b9",
@@ -5385,6 +5408,7 @@
     "8b3c2e0aa0b1ea1c6e2f0d0434ab1107",
     "8b3f7dc4a1f4078ff8f6b9f6c8c07305",
     "8b4fb5c476139a8c3711d6bfd8eb6902028586fff8d99c991572093ac346c38e",
+    "8b52bbccdfdc2823dfba6ec65826084e",
     "8b54157073ecacf23142d30f059464e1",
     "8b59e79ada6545f660b8ab87e16a1a14",
     "8b5d73a937c026083eb508aa81d918364329cf67078ab9a79227ab99c6846317",
@@ -5619,6 +5643,7 @@
     "917f2f0d87e1bfd48556ae344bacbd4e",
     "91870a7472b44ab375055ca70dda2b32",
     "918d1500c305726eaaf8c8f7f2d14e8d",
+    "919745367981325926bb31518c4ce71a",
     "9199235e8f05eea088f1fcdca5c93be2d7871bec668a4b25aa0d69b5a9acc102",
     "91a5a450843ff34e7c8a4381d5d31c7e",
     "91b85d2864080f838cc87daccf59c60e",
@@ -5965,6 +5990,7 @@
     "99eeb10151a8eb3555bb32ce8e3ef783",
     "99f62f85aa30e89c63780505ca3193112e7f90fbf29b7ed4bf8da9a2d19f7bb5",
     "99fb0f03ca9e26213b957442b521709b",
+    "9a038453f1400ec81d0b04485d3df2d1",
     "9a05b7f08e1b567e89884a948d84a04a",
     "9a0aeb30eea35645f39e58e8e7c56bdd",
     "9a1264466af556008dfd1113140440268864cfbbdca924b45592c1326b9cc980",
@@ -6378,6 +6404,7 @@
     "a4c0d174950253915f7709506ed620eb",
     "a4d4478e86a18dc29cc03c79fb1e1454",
     "a4dc542b1dda101d75a18c0d1b4ded8a6a8dd570ae1d462f9d54a20d7a7e6442",
+    "a4dede8c401d97043a58ca095e1513eb",
     "a4e556c02a1e53b43ebd228db90e1f46eefb1fb97cb7b121e055f04ad88c759b",
     "a4edb4ca9d887b556bfc47158ff9797b",
     "a4f833b9ff4641a9205e012d9921761b",
@@ -6668,6 +6695,7 @@
     "ac2a70e74ca8b208e6ed541c5a55b2f3",
     "ac35d1b877455f7d9dd0c3d61b9db9be",
     "ac3db1a88b444a7d7fc35e122542a3ec",
+    "ac3dcb02598d21558af35b7d52ce7de1",
     "ac418c90e8fd01bfaa2464312d28b1e311a5ec58478f921bacd6b296801793b0",
     "ac4896776df727cd219392b34b33bba5dc16dd3e44cd09782ff7d7a20e35b992",
     "ac4a47d82fe293edafc9b8e39807863c",
@@ -6711,6 +6739,7 @@
     "ad4a26422c9562cde2c53318c9381c7ff571f4424b540a0aaf6ef894f5a7e948",
     "ad6281b53225379227cc70260fc2c098",
     "ad63a03b0f85fe6d3cfe4f96a677ede043c9ca00a477a1b423c287ad75783e5c",
+    "ad63cd6bcf515fc35364d81b99e912e3",
     "ad67cae3b86f38333f46e146780c0cc14d769a8ef4c814476c79f087f3ec0f4f",
     "ad7ad335a88f4a9e836759e2738a1f94d09619e7d4a0b0c45b935f46f0a9d722",
     "ad835cee912c9e2b6f0177870292c664",
@@ -6946,6 +6975,7 @@
     "b39e6b194fbd428f6484f7fd6fc48220",
     "b3a22fd5652c2f16b6c58be4ededdf03",
     "b3a84ad6ee6fbb22a46a51e63c2e9a42",
+    "b3a84fbcb68c79837b688cee54614f01",
     "b3c21231eda9e447918bebcbc14e5b8e70539db449cda977e494aab6babe95bd",
     "b3c5437b140ac5f6659984af315593ff",
     "b3d115dce04b87871c2ec71413bca0da",
@@ -7490,6 +7520,7 @@
     "c21d6065bc6553aedb7dbb5da4e11eb50a340fa0e520d196cd531884f1c23186",
     "c21de225b26a4f05bf80fbef1cb645de",
     "c221c56280d4332badd45333458fe03b",
+    "c230515c8b760f42b66584a060c8b0a8",
     "c23ae37e82c559642cae96f07b854f7c0cfd2ec4dee7043a3b5a718a47021b0a",
     "c24bdc79f0ab055ab962b70270e3d1b0",
     "c24c5ba41e01bed78318cb34f8db2080",
@@ -7636,6 +7667,7 @@
     "c5ac8dfb91a95cc20f8bafdfefad1594",
     "c5b65ae64ea30eaa82be9221935ffa36",
     "c5b676b505c73b21c765303dc600332f",
+    "c5c5aca8b0c04682a247f665b789e7e6",
     "c5ca05045e6dd41f6c1ce00b3fb1d8af",
     "c5cd6d12049e165dc02abf63ca70061bb6113755d3b8f232f9e29169ed4ec832",
     "c5dc49df58cd9e0be26a5d89bb8ae051",
@@ -8227,6 +8259,7 @@
     "d52b09cf7bf07162d5f13a0faa8f18d2",
     "d52d9e956664ef309f30adf9c0fc35f3",
     "d530e234d7bf88a7db4887be7d40711d",
+    "d5378af368f8121519b63a96c5ad29e6",
     "d53b77d6d8d7213d31f3bc6b017f98cd5a397888d54713679a4a871a39e4da3d",
     "d54150a8c4480158878055755de4ad9d",
     "d546e0c2e967c88aa6bc4bb540cf56c4",
@@ -8289,6 +8322,7 @@
     "d6e96393d1b137eee1717b466a1649e19ec0e1aa1f5d153476c34791186a0da1",
     "d6ee683fde21aec187a69880ddab4d81",
     "d6f20361690a764ce18387c6e039a89766de56b338e7d6983727f95d71630c7d",
+    "d6f5e876df6d88cba62684d6a6fb4c21",
     "d700a81f864006b347a25b62565a573f3086c6f141cefc3863b2957975ae9f36",
     "d705a4b957fde0baf1ee3a32a1f318dd",
     "d709e4be06f89a804a029c0c854afd97",
@@ -8315,6 +8349,7 @@
     "d7944a5afc772bac1d499eb87574c054",
     "d7a19ca5c49e5531473a7089dad2b2fad0296165a64f964a6302e676671e447b",
     "d7a40d448a65cee3a01f0af7ac916458",
+    "d7ab3016727797a9d4951e60c426c13d",
     "d7af56fbfcab9fe48834b5b22ac2a5ec",
     "d7b355d7f259de8d904c19607751d0fc",
     "d7d09c1a44e88286292458af9beeb1ac",
@@ -8428,6 +8463,7 @@
     "da8d18a9790046cd26c71cb39ce12b40",
     "da8dd49c7867ff73d606d1ce7e475069",
     "da937b1ecac6fcbeed66d664fbab15dd",
+    "da93db018a132344e936bd0ca20d9a26",
     "daa15454275bdecc944aa3bd5de169a5c7e7d7e538da16115450389c489b4f17",
     "daa3aeefd48b3efd896043fe9a1da000",
     "daa7b36177973cb491c0920ceff5f59b",
@@ -8762,6 +8798,7 @@
     "e4288c52b99a80f9bedf1d1e7324d347",
     "e42cff756f4764fd75baf4f99d1674ce",
     "e431d89091e26c4151b47d21e60745ac09e1d99b900c7ef752843aa8c70ae66e",
+    "e43223c42bdf5deb817e589ad5c0ce93",
     "e433037aca6aded093e8d440d0210312de6053ef8c3ceba15a0f0d56e52a9ab5",
     "e43372896c232af7a13ef795838dade2",
     "e436a92c628fe6da1eeb013955d66d89",
@@ -9636,6 +9673,7 @@
     "fab19c8a78e105c49dd8472184abffe6",
     "fab6f44aae816404c21546053131949e",
     "fabd9e634aa75fbf586b2965f68b76a702364b26ab6895f547992226c346a507",
+    "fabe5959acbd89c3ed62e3adfff5fd01",
     "fad180db34e23f6c2a9a0f0e41aee0b2587cef26b437408ca8ed7ca3e0be98fb",
     "fad46d1e6698932e7290e48e20c27efa77c7dbee04ff15354ecdbc4d021295a8",
     "fad5d7d30af886b409b5b697704faf55f1f66e1f63d1958c84008a8280bce234",
@@ -9682,6 +9720,7 @@
     "fb9b46f2602f8ddea91fdf29ff105dc8",
     "fb9d34c4833e67ef2d6bd79e33a5efb6140bd19f337f08064bd88cd074b1089b",
     "fbad14762b4b47d024e64f526f5f006b",
+    "fbc8589d7ab297e56d081538ffc05b90",
     "fbcea2a602b96589126645f3e1e3fef4",
     "fbcfcc637468f4236becd075c276ac19",
     "fbd84d881b130a06d8c08bb2f6597f6610a9ea521cb9a613bf05006673eb646d",
@@ -9858,6 +9897,6 @@
     "fff27a617a197295739d2c1ab4aa8044",
     "fff47925e224cc9c1c8d6a0d3bee0333341dbd8f1d8c20cff6de00cbd49f5e7a"
   ],
-  "updated_at": "2026-07-10T17:50:40.512510+00:00Z",
-  "count": 9857
+  "updated_at": "2026-07-12T00:52:44.608351+00:00Z",
+  "count": 9896
 }