pytorch_segmentation_models_trainer
pytorch_segmentation_models_trainer copied to clipboard
dsgoficial
Framework to train semantic segmentation models on Pytorch using yaml config files
Hi, thanks for great framework! However there is huge fundamental bug in FrameField approach. First [here](https://github.com/dsgoficial/pytorch_segmentation_models_trainer/blob/7e4839273c4744b47ca47c4c8c6c44c736c6dfca/pytorch_segmentation_models_trainer/dataset_loader/dataset.py#L417) crossfield is treated as mask during loading, thus, in [here](https://github.com/dsgoficial/pytorch_segmentation_models_trainer/blob/7e4839273c4744b47ca47c4c8c6c44c736c6dfca/pytorch_segmentation_models_trainer/dataset_loader/dataset.py#L155) all anglefield are vanished...
There is bug in class_freq computation, more specifically, reading value of class_freq from generated csv dataset. In [here](https://github.com/dsgoficial/pytorch_segmentation_models_trainer/blob/7e4839273c4744b47ca47c4c8c6c44c736c6dfca/pytorch_segmentation_models_trainer/dataset_loader/dataset.py#L507), the value of class freq for segmentation mask is read from df.columns,...
Bumps [pillow](https://github.com/python-pillow/Pillow) from 9.2.0 to 9.4.0. Release notes Sourced from pillow's releases. 9.4.0 https://pillow.readthedocs.io/en/stable/releasenotes/9.4.0.html Changes Updated copyright year #6845 [@radarhere] Fixed null pointer dereference crash with malformed font #6846 [@radarhere]...
![dependabot[bot] avatar](https://avatars.githubusercontent.com/in/29110?v=4 "dependabot[bot] avatar"){kind=avatar}
Bumps [torch](https://github.com/pytorch/pytorch) from 1.10.0 to 1.13.1. Release notes Sourced from torch's releases. PyTorch 1.13.1 Release, small bug fix release This release is meant to fix the following issues (regressions /...
Bumps [torchvision](https://github.com/pytorch/vision) from 0.11.1 to 0.14.1. Release notes Sourced from torchvision's releases. TorchVision 0.14.1 Release This is a minor release, which is compatible with PyTorch 1.13.1. There are no new...
Bumps [pycocotools](https://github.com/ppwwyyxx/cocoapi) from 2.0.2 to 2.0.6. Commits See full diff in compare view [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter...
Bumps [ninja](https://github.com/ninja-build/ninja) from 1.10.0.post3 to 1.10.2.3. Release notes Sourced from ninja's releases. v1.10.2 See https://groups.google.com/d/msg/ninja-build/oobwq_F0PpA/FeJC5LoRBgAJ for the release notes. v1.10.1 See https://groups.google.com/d/msg/ninja-build/QQM54eAhrjU/q5zn_zTlAQAJ for the v1.10.1 release notes. Commits See full...
Bumps [numba](https://github.com/numba/numba) from 0.53.1 to 0.56.0. Release notes Sourced from numba's releases. Version 0.56.0 This release continues to add new features, bug fixes and stability improvements to Numba. Please note...
Metadata
Owner
Metadata
Framework to train semantic segmentation models on Pytorch using yaml config files