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[WIP] Upgrades#150

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Erotemic wants to merge 35 commits intoMultimediaTechLab:mainMultimediaTechLab/YOLO:mainfrom Erotemic:upgradesErotemic/YOLO:upgradesCopy head branch name to clipboard

+768-118

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Commits on Jan 5, 2025

• feat: Basic support for kwcoco files

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• refactor: cleanup code golf

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• change: disable determinism by default

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• docs: add fixme note

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• change: other deterministic disable

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• refactor: Remove import *, and use getattr to avoid an unsafe eval

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• fix: handle case where classes is not in epoch_metrics

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• fix: error when v_num is not in the loss dict

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Commits on Jan 23, 2025

• lint: remove unused f-string

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• fix: type error in main

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• test: add doctest for DualLoss with helper config_utils

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• feat: add lazy imports for faster startup time

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• feat: allow user to specify accelerator

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• feat: allow user to simplify output with environ

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• refactor: disable validation sanity check for faster training response time

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• fix: ensure categories are remapped with kwcoco

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• doc: add todo about data / classes

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• fix: dont assume iscrowd exists

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• fix: valid points check was incorrect

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• feat: use kwimage to handle more polygon reprs

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• add: kwcoco training tutorial

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Commits on Jan 24, 2025

• refactor: improve on-disk batch viz

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Commits on Jan 28, 2025

• feat: add weights loading log statement

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• fix: workaround weight loading issue at inference time

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• feat: basic inference on a coco file

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Commits on Feb 9, 2025

• refactor: remove opencv-python requirement

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• refactor: create a kwcoco utils

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• Add log statement

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• Add docstr

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  84d4007

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• prep for ability to output kwcoco

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• fix: kwcoco file now properly writes at the end of inference.

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• fix: case when classes is a list

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• refactor: add log statement to lazy

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• add: write config to disk at train time

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• add: minimum setuptools version

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