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Title: [WIP] Upgrades by Erotemic · Pull Request #150 · MultimediaTechLab/YOLO · GitHub

Open Graph Title: [WIP] Upgrades by Erotemic · Pull Request #150 · MultimediaTechLab/YOLO

X Title: [WIP] Upgrades by Erotemic · Pull Request #150 · MultimediaTechLab/YOLO

Description: An MIT License of YOLOv9, YOLOv7, YOLO-RD. Contribute to MultimediaTechLab/YOLO development by creating an account on GitHub.

Open Graph Description: I'm working on improving the repo so it can be used seemlessly with arbitrary COCO manifests (currently using the kwcoco package, but that can be factored out). I'm also making other change...

X Description: I'm working on improving the repo so it can be used seemlessly with arbitrary COCO manifests (currently using the kwcoco package, but that can be factored out). I'm also making othe...

Opengraph URL: https://github.com/MultimediaTechLab/YOLO/pull/150

X: @github

direct link

Domain: github.com

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og:image:altI'm working on improving the repo so it can be used seemlessly with arbitrary COCO manifests (currently using the kwcoco package, but that can be factored out). I'm also making other change...
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https://github.com/Erotemic
Erotemichttps://github.com/Erotemic
Jan 5, 2025https://github.com/MultimediaTechLab/YOLO/pull/150#issue-2769392055
Please reload this pagehttps://github.com/MultimediaTechLab/YOLO/pull/150
Upgrades VIAME/YOLO#1 https://github.com/VIAME/YOLO/pull/1
Add a COCO to YOLO converter. #80 https://github.com/MultimediaTechLab/YOLO/issues/80
Type Annotation for Config is incorrect. #159 https://github.com/MultimediaTechLab/YOLO/issues/159
feat: add lazy imports for faster startup time #160 https://github.com/MultimediaTechLab/YOLO/pull/160
Erotemichttps://github.com/Erotemic
March 8, 2025 13:14https://github.com/MultimediaTechLab/YOLO/pull/150#commits-pushed-675e7a6
https://github.com/Erotemic
feat: Basic support for kwcoco fileshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/675e7a680f33259d96043e1bb40f8cea10a33bf0
675e7a6https://github.com/MultimediaTechLab/YOLO/pull/150/commits/675e7a680f33259d96043e1bb40f8cea10a33bf0
https://github.com/Erotemic
refactor: cleanup code golfhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/96aed7ab7b70aefcb9377b3c0067abe88dd726d8
96aed7ahttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/96aed7ab7b70aefcb9377b3c0067abe88dd726d8
https://github.com/Erotemic
change: disable determinism by defaulthttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/1a0a31d11d28de92dffde50e3f56fdb732b8d2ee
1a0a31dhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/1a0a31d11d28de92dffde50e3f56fdb732b8d2ee
https://github.com/Erotemic
docs: add fixme notehttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/90e15fd67ad60e872b9ff2621c9544181e983785
90e15fdhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/90e15fd67ad60e872b9ff2621c9544181e983785
https://github.com/Erotemic
change: other deterministic disablehttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/b50209e5f8f106524bbec6bb8daf2acc68311734
b50209ehttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/b50209e5f8f106524bbec6bb8daf2acc68311734
https://github.com/Erotemic
refactor: Remove import *, and use getattr to avoid an unsafe evalhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/f0b17d068f4b9d7fa86778c6a9de2fbbeee9b3d9
f0b17d0https://github.com/MultimediaTechLab/YOLO/pull/150/commits/f0b17d068f4b9d7fa86778c6a9de2fbbeee9b3d9
https://github.com/Erotemic
fix: handle case where classes is not in epoch_metricshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/056cd5780bdbcb1d0d8f19b8a5ac38974987beda
056cd57https://github.com/MultimediaTechLab/YOLO/pull/150/commits/056cd5780bdbcb1d0d8f19b8a5ac38974987beda
https://github.com/Erotemic
fix: error when v_num is not in the loss dicthttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/b78a7f36d950aeb951dc9eba0a18b0da574de96a
b78a7f3https://github.com/MultimediaTechLab/YOLO/pull/150/commits/b78a7f36d950aeb951dc9eba0a18b0da574de96a
https://github.com/Erotemic
lint: remove unused f-stringhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/1d9e692c8e29131a78222016246ee65ab1a3bf20
1d9e692https://github.com/MultimediaTechLab/YOLO/pull/150/commits/1d9e692c8e29131a78222016246ee65ab1a3bf20
https://github.com/Erotemic
fix: type error in mainhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/623264ab187378718bbed322f848c0aeb9a32fd4
623264ahttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/623264ab187378718bbed322f848c0aeb9a32fd4
https://github.com/Erotemic
test: add doctest for DualLoss with helper config_utilshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/4a299ff873e55a79c43904a33c4500728545a976
4a299ffhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/4a299ff873e55a79c43904a33c4500728545a976
https://github.com/Erotemic
feat: add lazy imports for faster startup timehttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/444d5c86797a3d2e3dd86ecfd53dff4c72e90c6d
444d5c8https://github.com/MultimediaTechLab/YOLO/pull/150/commits/444d5c86797a3d2e3dd86ecfd53dff4c72e90c6d
https://github.com/Erotemic
feat: allow user to specify acceleratorhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/c63660b22f946e7cd77a7924c1c5b2e0d5b59d78
c63660bhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/c63660b22f946e7cd77a7924c1c5b2e0d5b59d78
https://github.com/Erotemic
feat: allow user to simplify output with environhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/b34ef9066ba1de13b2f60079fe9ea6c0c4c67d01
b34ef90https://github.com/MultimediaTechLab/YOLO/pull/150/commits/b34ef9066ba1de13b2f60079fe9ea6c0c4c67d01
https://github.com/Erotemic
refactor: disable validation sanity check for faster training respons…https://github.com/MultimediaTechLab/YOLO/pull/150/commits/585dc34b0dd4de6bf41aa497498ea416952fc6c3
585dc34https://github.com/MultimediaTechLab/YOLO/pull/150/commits/585dc34b0dd4de6bf41aa497498ea416952fc6c3
https://github.com/Erotemic
fix: ensure categories are remapped with kwcocohttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/fbcd5c01649441430fbb2b1cc3ccea2ba4592116
fbcd5c0https://github.com/MultimediaTechLab/YOLO/pull/150/commits/fbcd5c01649441430fbb2b1cc3ccea2ba4592116
https://github.com/Erotemic
doc: add todo about data / classeshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/1665a0e706b4a9f109ce5c194d75a5b5b33f7dc6
1665a0ehttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/1665a0e706b4a9f109ce5c194d75a5b5b33f7dc6
https://github.com/Erotemic
fix: dont assume iscrowd existshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/081524972979793a18d0593a8d956dd5368809f1
0815249https://github.com/MultimediaTechLab/YOLO/pull/150/commits/081524972979793a18d0593a8d956dd5368809f1
https://github.com/Erotemic
fix: valid points check was incorrecthttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/439c631ae3c69a2e01d6fd0ab670b632f2543bca
439c631https://github.com/MultimediaTechLab/YOLO/pull/150/commits/439c631ae3c69a2e01d6fd0ab670b632f2543bca
https://github.com/Erotemic
feat: use kwimage to handle more polygon reprshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/039ff671fe64534e42ff07461a946cef8346b461
039ff67https://github.com/MultimediaTechLab/YOLO/pull/150/commits/039ff671fe64534e42ff07461a946cef8346b461
https://github.com/Erotemic
add: kwcoco training tutorialhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/cc60ee0d621d20e57b7058f039374cccde94dc97
cc60ee0https://github.com/MultimediaTechLab/YOLO/pull/150/commits/cc60ee0d621d20e57b7058f039374cccde94dc97
https://github.com/Erotemic
refactor: improve on-disk batch vizhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/8d899fa333ad6f9384826a3499d5d12c49550afc
8d899fahttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/8d899fa333ad6f9384826a3499d5d12c49550afc
https://github.com/Erotemic
feat: add weights loading log statementhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/3ccd4f37e931517901ff95889c153c85c1b78767
3ccd4f3https://github.com/MultimediaTechLab/YOLO/pull/150/commits/3ccd4f37e931517901ff95889c153c85c1b78767
https://github.com/Erotemic
fix: workaround weight loading issue at inference timehttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/9c3eba64f51016dd03fabca790f3239824850a79
9c3eba6https://github.com/MultimediaTechLab/YOLO/pull/150/commits/9c3eba64f51016dd03fabca790f3239824850a79
https://github.com/Erotemic
feat: basic inference on a coco filehttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/975ae5f014879195448deb576a6fd8953953cd3f
975ae5fhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/975ae5f014879195448deb576a6fd8953953cd3f
https://github.com/Erotemic
refactor: remove opencv-python requirementhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/aaed2a300b35e60bd0b61a1974b700f032017e5d
aaed2a3https://github.com/MultimediaTechLab/YOLO/pull/150/commits/aaed2a300b35e60bd0b61a1974b700f032017e5d
Erotemichttps://github.com/Erotemic
March 8, 2025 13:14https://github.com/MultimediaTechLab/YOLO/pull/150#commits-pushed-f780250
https://github.com/Erotemic
add: callback for 3090 optimizationhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/f780250291e3743a1904a1caf8a2d6978d47b67e
f780250https://github.com/MultimediaTechLab/YOLO/pull/150/commits/f780250291e3743a1904a1caf8a2d6978d47b67e
https://github.com/Erotemic
refactor: Use more callbackshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/b0efc4eecc7478fb20a540483c9ee9cafb8f5ff6
b0efc4ehttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/b0efc4eecc7478fb20a540483c9ee9cafb8f5ff6
https://github.com/Erotemic
save checkpoints with train losshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/de2a4c59dd0ffa2e241f063b0ce35973640e126d
de2a4c5https://github.com/MultimediaTechLab/YOLO/pull/150/commits/de2a4c59dd0ffa2e241f063b0ce35973640e126d
https://github.com/Erotemic
fix typohttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/81c2ed7696ec36aea41f5f47c85eb6843bce7efd
81c2ed7https://github.com/MultimediaTechLab/YOLO/pull/150/commits/81c2ed7696ec36aea41f5f47c85eb6843bce7efd
https://github.com/Erotemic
rework float32_matmul_precision hackhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/a1b7426f0b653763250a9d03461c222043f526dc
a1b7426https://github.com/MultimediaTechLab/YOLO/pull/150/commits/a1b7426f0b653763250a9d03461c222043f526dc
https://github.com/Erotemic
add: tensorboad plotting callbackshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/0ff0639cfcb4c6f4b3667b852c2eb697012dae23
0ff0639https://github.com/MultimediaTechLab/YOLO/pull/150/commits/0ff0639cfcb4c6f4b3667b852c2eb697012dae23
https://github.com/Erotemic
Better tensorboard plotter, training on demo works nowhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/ff12c1f28a6ddb170dca97be326f1885d715215e
ff12c1fhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/ff12c1f28a6ddb170dca97be326f1885d715215e
https://github.com/Erotemic
log more than 1 imagehttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/4b4005097735d8c21df82cd6002194d72f1700d7
4b40050https://github.com/MultimediaTechLab/YOLO/pull/150/commits/4b4005097735d8c21df82cd6002194d72f1700d7
https://github.com/Erotemic
try to use overviews, but disable because it caused a crashhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/77e089be339be150ffc4855050bcdfdbedf386d3
77e089bhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/77e089be339be150ffc4855050bcdfdbedf386d3
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remove assert for image loggerhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/442689f2a56fd44a07d037d3594d0c2955992ce7
442689fhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/442689f2a56fd44a07d037d3594d0c2955992ce7
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minor debug tweakshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/8d7a738fb16c6713eb54458583b7c9c7c41c0ee5
8d7a738https://github.com/MultimediaTechLab/YOLO/pull/150/commits/8d7a738fb16c6713eb54458583b7c9c7c41c0ee5
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force-pushedhttps://github.com/MultimediaTechLab/YOLO/compare/2736c1c56539d50186af9be7243e1aa429be13b7..8d7a738fb16c6713eb54458583b7c9c7c41c0ee5
2736c1chttps://github.com/MultimediaTechLab/YOLO/commit/2736c1c56539d50186af9be7243e1aa429be13b7
8d7a738https://github.com/MultimediaTechLab/YOLO/commit/8d7a738fb16c6713eb54458583b7c9c7c41c0ee5
Compare https://github.com/MultimediaTechLab/YOLO/compare/2736c1c56539d50186af9be7243e1aa429be13b7..8d7a738fb16c6713eb54458583b7c9c7c41c0ee5
March 8, 2025 18:15https://github.com/MultimediaTechLab/YOLO/pull/150#event-16642831368
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Mar 8, 2025 https://github.com/MultimediaTechLab/YOLO/pull/150#ref-issue-2881450060
I've no idea how to work with this #177 https://github.com/MultimediaTechLab/YOLO/issues/177
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March 8, 2025 14:32https://github.com/MultimediaTechLab/YOLO/pull/150#commits-pushed-5a69084
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add: expose all lightning trainer args via hydrahttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/5a69084e5d1ebfc7f8d0c22f12c27af3ca9a16e2
5a69084https://github.com/MultimediaTechLab/YOLO/pull/150/commits/5a69084e5d1ebfc7f8d0c22f12c27af3ca9a16e2
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add trainer config yamlhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/40d86ee31a8a61fd0ee4461cb28892462cdc2b97
40d86eehttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/40d86ee31a8a61fd0ee4461cb28892462cdc2b97
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Update logging location and log train batches (todo: make optional)https://github.com/MultimediaTechLab/YOLO/pull/150/commits/f8ebe450d8fe0e48baa2792f9e5ce84a7ab49c56
f8ebe45https://github.com/MultimediaTechLab/YOLO/pull/150/commits/f8ebe450d8fe0e48baa2792f9e5ce84a7ab49c56
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improve image logger to show train and valhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/4137596d387e676b6fba076a304c20c85643618d
4137596https://github.com/MultimediaTechLab/YOLO/pull/150/commits/4137596d387e676b6fba076a304c20c85643618d
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Fix outputs now being a dicthttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/b81f5e20b699e93be699ffc1b32f9288344f6089
b81f5e2https://github.com/MultimediaTechLab/YOLO/pull/150/commits/b81f5e20b699e93be699ffc1b32f9288344f6089
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Re-expose horizontal and vertical flipshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/238b44ce3904e4d126a10584ad233acf85dd64b2
238b44chttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/238b44ce3904e4d126a10584ad233acf85dd64b2
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Add notehttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/33781e0b99b820f248b6e6f694765771776652f0
33781e0https://github.com/MultimediaTechLab/YOLO/pull/150/commits/33781e0b99b820f248b6e6f694765771776652f0
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Add noteshttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/7b28d45b0b70682462173ab27875d8b9c7736944
7b28d45https://github.com/MultimediaTechLab/YOLO/pull/150/commits/7b28d45b0b70682462173ab27875d8b9c7736944
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Rework optimizer creation to handle more optimizershttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/4bd382387411001686576c701e1ed7f2df1dd16e
4bd3823https://github.com/MultimediaTechLab/YOLO/pull/150/commits/4bd382387411001686576c701e1ed7f2df1dd16e
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Replace lambda with defhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/a6e1be42c81f6b128fe9f909313d79fb5fc64a4c
a6e1be4https://github.com/MultimediaTechLab/YOLO/pull/150/commits/a6e1be42c81f6b128fe9f909313d79fb5fc64a4c
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better schedule logginghttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/4b51b9f1a750763281fea551c66be69792d50353
4b51b9fhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/4b51b9f1a750763281fea551c66be69792d50353
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Mar 10, 2025https://github.com/MultimediaTechLab/YOLO/pull/150#issuecomment-2710474738
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Add cv2 graphics / headless extras to setup.py open-mmlab/mmcv#2775https://github.com/open-mmlab/mmcv/pull/2775
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#160https://github.com/MultimediaTechLab/YOLO/pull/160
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March 11, 2025 18:20https://github.com/MultimediaTechLab/YOLO/pull/150#commits-pushed-e0ce8c0
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Add doctest examples to BoxMatcher, refactor collate_fnhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/e0ce8c01895fb4c0c46961d2fa6c6141368a45dd
e0ce8c0https://github.com/MultimediaTechLab/YOLO/pull/150/commits/e0ce8c01895fb4c0c46961d2fa6c6141368a45dd
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Fix issue with _is_cocohttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/543599d8d5dfc6f9035c775e21171a04d1b27d41
543599dhttps://github.com/MultimediaTechLab/YOLO/pull/150/commits/543599d8d5dfc6f9035c775e21171a04d1b27d41
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Jun 16, 2025https://github.com/MultimediaTechLab/YOLO/pull/150#issuecomment-2977703022
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