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LuxonisTrain - v0.1.0
#102
Commits on Feb 20, 2024
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* Added ResNet variants * ResNet50 example * Simplified example * fixed resnet config * [Automated] Updated coverage badge --------- Co-authored-by: Martin Kozlovsky <martin.kozlovsky@luxonis.com> Co-authored-by: GitHub Actions <actions@github.com>
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* fixed incorrect class property call * fixed exporter uploading * uploadCheckpoint uploads on every checkpoint epoch * fix temp files names * updated callback readme * pre-commit run
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Commits on Feb 21, 2024
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* option to source custom code in CLI * removed empty dicts * [Automated] Updated coverage badge --------- Co-authored-by: GitHub Actions <actions@github.com>
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Fix Removed Tensor Metadata (#12)
* option to source custom code in CLI * removed empty dicts * fixed issue with removed tensor metadata in match case statements
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Commits on Feb 22, 2024
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* forbid extra fields in config * fixed configs
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Commits on Feb 24, 2024
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Automatic Inference of attach_index (#14)
* automatic inference of attach index based on type signature * added inference for input and x names
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Commits on Feb 27, 2024
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* fixed link in docs * fixed repvgg backbone * fixed efficientnet
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Commits on Feb 28, 2024
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Uploading logs to MLFlow (#16)
* upload logs to mlflow * added mlflwo instance * multithread log upload * fixed upload logs * fixed log file path * removed exceptions * logging exceptions * fixed typo * reverted exception * moved line * replaced warning with error log * Update trainer.py
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Commits on Mar 20, 2024
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Generate NN archive from training configs (#17)
* add archiver CLI * add archiver callback * add max_det parameter to EfficientBBoxHead * add enum to categorize tasks for the implemented heads * add archiver tests * adjust Archiver to new nn archive format * pre-comit formatting * add LDF creation and adjust to new nn archive format * update requirements.txt * add opencv-python to requirements.txt * add support for ImplicitKeypointBBoxHead * remove support for ObjectDetectionSSD * Update requirements.txt * Added mlflow and removed opencv * [Automated] Updated coverage badge * add support for SegmentationHead and BiSeNetHead * base archiver tests on model from luxonis-train instead of torchvision * adjust head parameters to changes in NN Archive * adjust keypoint detection head parameters to changes in NN Archive * bugfix - make sure self.max_det is used in nms * add max_det parameter to ImplicitKeypointBBoxHead * adjust task categorization for ImplicitKeypointBBoxHead * fixing Windows PermissionError occuring on file deletion * fixing Windows PermissionError occuring on file deletion due to unreleased logging handlers * add method to remove file handlers keeping the log file open * add a logging statement at the end of archiving * add optuna_integration to requirements.txt * add hard-coded solution to determining is_softmax parameter * added help --------- Co-authored-by: Martin Kozlovský <martin.kozlovsky@luxonis.com> Co-authored-by: GitHub Actions <actions@github.com>
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Commits on Mar 25, 2024
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Extend NN Archive Generation Test Coverage (#18)
* extend NN Archive generation test coverage to cover all implemented heads * [Automated] Updated coverage badge --------- Co-authored-by: GitHub Actions <actions@github.com>
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Commits on Apr 11, 2024
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* uploading all checkpoints * fix names * removed comment
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Commits on Apr 15, 2024
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* handling SIGTERM signal * resume argument takes path
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Commits on Apr 24, 2024
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Task Label Groups Support (#22)
* handling SIGTERM signal * resume argument takes path * basic task group labels support * updated requirements * fixed tests * fixed loader test * Update luxonis_train/models/luxonis_model.py Co-authored-by: conorsim <60359299+conorsim@users.noreply.github.com> --------- Co-authored-by: conorsim <60359299+conorsim@users.noreply.github.com>
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Commits on May 8, 2024
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Tensor Core Float16 Precision (#24)
* option to set torch matmul precision for tensor cores * updated readme
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Commits on May 14, 2024
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Metrics - Fixed Missing Reset (#25)
* fixed reset not being called * added metric resets * removed inheritance * proper oks reset * removed unnecessary resets * added annotations
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Commits on May 15, 2024
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Deterministic Training Support (#23)
* Added seed to config for reproducibility * fixed seg drawing when using torch deterministic backend * added deterministic order of creating nodes * removed seed from example config * added reproducability to inspect * formatting --------- Co-authored-by: DrejcPesjak <dp8949@student.uni-lj.si> Co-authored-by: Martin Kozlovský <martin.kozlovsky@luxonis.com>
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Commits on May 21, 2024
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* support for custom loaders and datasets * updated configs * custom loaders in inspect command * updated inspect for multi-task labels * removed custom loader from test config * deleted comment * deleted comment * removed custom dataset * removed comment * skipping archiver test untill fixed in luxonis-ml * [Automated] Updated coverage badge --------- Co-authored-by: GitHub Actions <actions@github.com>
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Commits on May 24, 2024
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Commits on May 30, 2024
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Commits on May 31, 2024
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Commits on Jun 6, 2024
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Support for LuxonisML - Annotation Refactor (#37)
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Commits on Jun 7, 2024
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Changed Imports in Config (#38)
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Commits on Jun 13, 2024
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Co-authored-by: GitHub Actions <actions@github.com> Co-authored-by: Martin Kozlovsky <martin.kozlovsky@luxonis.com>
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Co-authored-by: Martin Kozlovsky <martin.kozlovsky@luxonis.com> Co-authored-by: Michal Sejak <hyas@seznam.cz> Co-authored-by: GitHub Actions <actions@github.com>
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Commits on Jun 16, 2024
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Commits on Jun 19, 2024
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Tuning - Augmentation Subsets Support (#35)
Co-authored-by: Martin Kozlovsky <martin.kozlovsky@luxonis.com>
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Commits on Jun 21, 2024
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Commits on Jun 27, 2024
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Commits on Jul 9, 2024
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Commits on Jul 11, 2024
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Multi-GPU Training Support (#42)
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New Keypoint Heads and Losses (#40)
Co-authored-by: klemen1999 <klemenskrlj8@gmail.com> Co-authored-by: Martin Kozlovsky <martin.kozlovsky@luxonis.com> Co-authored-by: GitHub Actions <actions@github.com>
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Commits on Aug 2, 2024
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Commits on Aug 7, 2024
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Full Custom Tasks Support (#53)
Co-authored-by: KlemenSkrlj <47853619+klemen1999@users.noreply.github.com> Co-authored-by: GitHub Actions <actions@github.com>
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Commits on Aug 15, 2024
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Fix: Update NN Archive Generation (#56)
Co-authored-by: jkbmrz <jakob.mraz@gmail.com> Co-authored-by: Martin Kozlovský <martin.kozlovsky@luxonis.com>
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Adaptive Detection Loss Speed-Up (#51)
Co-authored-by: Martin Kozlovský <martin.kozlovsky@luxonis.com>
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Commits on Aug 16, 2024
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Semantic Nodes Categorization (#61)
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Code Cleanup and Improved Tests (#69)
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Commits on Sep 20, 2024
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[Fix] Updated
EfficientBBoxHead
parser toYOLO
(#74)Co-authored-by: Martin Kozlovsky <martin.kozlovsky@luxonis.com>
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DDRNet for Semantic Segmentation (#70)
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Commits on Sep 22, 2024
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Upsample mode parameter for UpBlock (#76)
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Variants for EfficientRep and RepPANNeck (#80)
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Lock Down Sample Configs (#85)
Co-authored-by: klemen1999 <klemenskrlj8@gmail.com> Co-authored-by: Martin Kozlovsky <martin.kozlovsky@luxonis.com>
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Co-authored-by: Martin Kozlovský <martin.kozlovsky@luxonis.com>
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