New Naive Mod PolyMapper model (Object Detection + PolygonRNN); New Naive Mod Polymapper dataset; New callback: Frame Field Only Crossfield Warmup Callback; New inference processors for Object Detection and PolygonRNN; Bugfix on object detection model; Bugfix on bounding box mask building; Bugfix on polygon iou with invalid geometries; Minor code refactor; What's Changed Bump pytorch-lightning from 1.4.9 to 1.5.1 by @dependabot in https://github.com/phborba/pytorch_segmentation_models_trainer/pull/76 Bump pytorch-lightning from 1.5.1 to 1.5.2 by @dependabot in https://github.com/phborba/pytorch_segmentation_models_trainer/pull/77 Version 0.15.0 by @phborba in https://github.com/phborba/pytorch_segmentation_models_trainer/pull/78 Full Cha...
Bug fixes on mask building; Bug fixes on detection model training. New mode on build masks
Bug fixes when inputs are RGBA images; Bug fixes on frame field model with models other than U-Net; ...
New custom callbacks: ImageSegmentationResultCallback: Callback that logs the results of the traini...
New Mod PolyMapper model; Matching methods added; Evaluation methods added; What's Changed Merge p...
Vector IOU; Polis metric added; IoU added to PolygonRNN training loop; Object detection visualizatio...
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...
Bug fix on convert dataset; Bug fix on PolygonRNNDataset; Bug fix on PolygonRNNResultCallback when u...
New evaluation metrics; New evaluation on test set; New inference service with image upload; Bug fix...
Minor improvements and bug fixes on polygon building inference; Bug fixes on mask builder; Performan...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
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...
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
Bug fixes when inputs are RGBA images; Bug fixes on frame field model with models other than U-Net; ...
New custom callbacks: ImageSegmentationResultCallback: Callback that logs the results of the traini...
New Mod PolyMapper model; Matching methods added; Evaluation methods added; What's Changed Merge p...
Vector IOU; Polis metric added; IoU added to PolygonRNN training loop; Object detection visualizatio...
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...
Bug fix on convert dataset; Bug fix on PolygonRNNDataset; Bug fix on PolygonRNNResultCallback when u...
New evaluation metrics; New evaluation on test set; New inference service with image upload; Bug fix...
Minor improvements and bug fixes on polygon building inference; Bug fixes on mask builder; Performan...
What's Changed Version 0.16.2 by @phborba in https://github.com/phborba/pytorch_segmentation_models...
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...
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
Bug fixes when inputs are RGBA images; Bug fixes on frame field model with models other than U-Net; ...
New custom callbacks: ImageSegmentationResultCallback: Callback that logs the results of the traini...