Publication date
July 2021
DOIAbstract
Minor improvements and bug fixes on polygon building inference; Bug fixes on mask builder; Performance improvement on mask builder using coco format
Minor improvements and bug fixes on polygon building inference; Bug fixes on mask builder; Performance improvement on mask builder using coco format
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; ...
New evaluation metrics; New evaluation on test set; New inference service with image upload; Bug fix...
Bug fixes on mask building; Bug fixes on detection model training. New mode on build masks
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 fix on convert dataset; Bug fix on PolygonRNNDataset; Bug fix on PolygonRNNResultCallback when u...
PolygonRNN model added; Added the option of choosing the number of images on ImageCallback; Added th...
What's Changed bug fix by @phborba in https://github.com/phborba/pytorch_segmentation_models_traine...
Polygoniztion by Frame Field Learning features FrameField dataset; FrameField Learning; New mask bu...
New Naive Mod PolyMapper model (Object Detection + PolygonRNN); New Naive Mod Polymapper dataset; Ne...
Polygon inference Unittests to Polygon inference; Bug fixes warmup callback (invalid signature on me...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
New Mod PolyMapper model; Matching methods added; Evaluation methods added; What's Changed Merge p...
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; ...
New evaluation metrics; New evaluation on test set; New inference service with image upload; Bug fix...
Bug fixes on mask building; Bug fixes on detection model training. New mode on build masks
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 fix on convert dataset; Bug fix on PolygonRNNDataset; Bug fix on PolygonRNNResultCallback when u...
PolygonRNN model added; Added the option of choosing the number of images on ImageCallback; Added th...
What's Changed bug fix by @phborba in https://github.com/phborba/pytorch_segmentation_models_traine...
Polygoniztion by Frame Field Learning features FrameField dataset; FrameField Learning; New mask bu...
New Naive Mod PolyMapper model (Object Detection + PolygonRNN); New Naive Mod Polymapper dataset; Ne...
Polygon inference Unittests to Polygon inference; Bug fixes warmup callback (invalid signature on me...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
New Mod PolyMapper model; Matching methods added; Evaluation methods added; What's Changed Merge p...
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; ...
New evaluation metrics; New evaluation on test set; New inference service with image upload; Bug fix...
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