Publication date
March 2021
DOIAbstract
Framework to train semantic segmentation models on Pytorch using yaml config file
Framework to train semantic segmentation models on Pytorch using yaml config file
Bug fixes when inputs are RGBA images; Bug fixes on frame field model with models other than U-Net; ...
Dataset conversion added. It is possible to convert between some formats of dataset; Tversky Loss an...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
Polygoniztion by Frame Field Learning features FrameField dataset; FrameField Learning; New mask bu...
Vector IOU; Polis metric added; IoU added to PolygonRNN training loop; Object detection visualizatio...
Bug fix on loss sync; Custom models from Frame Field implementation (to compare training results); N...
Bug fixes on mask building; Bug fixes on detection model training. New mode on build masks
What's Changed bug fix by @phborba in https://github.com/phborba/pytorch_segmentation_models_traine...
Minor improvements and bug fixes on polygon building inference; Bug fixes on mask builder; Performan...
Trained OSS-Net models of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation...
Bug fix on convert dataset; Bug fix on PolygonRNNDataset; Bug fix on PolygonRNNResultCallback when u...
Custom metric option in the model config; pytorch_toolbelt added as required package. This enables u...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
Pytorch model that classifies pixels in an image into the classes: building facade, roof, window, an...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
Bug fixes when inputs are RGBA images; Bug fixes on frame field model with models other than U-Net; ...
Dataset conversion added. It is possible to convert between some formats of dataset; Tversky Loss an...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
Polygoniztion by Frame Field Learning features FrameField dataset; FrameField Learning; New mask bu...
Vector IOU; Polis metric added; IoU added to PolygonRNN training loop; Object detection visualizatio...
Bug fix on loss sync; Custom models from Frame Field implementation (to compare training results); N...
Bug fixes on mask building; Bug fixes on detection model training. New mode on build masks
What's Changed bug fix by @phborba in https://github.com/phborba/pytorch_segmentation_models_traine...
Minor improvements and bug fixes on polygon building inference; Bug fixes on mask builder; Performan...
Trained OSS-Net models of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation...
Bug fix on convert dataset; Bug fix on PolygonRNNDataset; Bug fix on PolygonRNNResultCallback when u...
Custom metric option in the model config; pytorch_toolbelt added as required package. This enables u...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
Pytorch model that classifies pixels in an image into the classes: building facade, roof, window, an...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
Bug fixes when inputs are RGBA images; Bug fixes on frame field model with models other than U-Net; ...
Dataset conversion added. It is possible to convert between some formats of dataset; Tversky Loss an...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
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