aengusng8/Sartorius-Cell-Instance-Segmentation

Instance segmentation: two training stages with transfer learning, two inference stages with EfficientNetV2 and Mask R-CNN R101-FPN, ensemble masks with Weighted Boxes Fusion, heavily rotated Mosaic w/o artifact or tiny bounding boxes, Test time augmentation, five-fold cross-validation, Detectron2 with Albumentations, CIoU loss andGIoU loss.

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