BloodAxe / pytorch-toolbelt Star 1.5k Code Issues Pull requests PyTorch extensions for fast R&D prototyping and Kaggle farming python machine-learning deep-learning pipeline image-processing pytorch kaggle image-classification segmentation object-detection image-segmentation augmentation focal-loss tta jaccard-loss test-time-augmentation Updated Apr 18, 2024 Python
1044197988 / TF.Keras-Commonly-used-models Star 174 Code Issues Pull requests 基于Tensorflow的常用模型,包括分类分割、新型激活、卷积模块,可在Tensorflow2.X下运行。 tensorflow keras image-classification image-segmentation unet tensorflow2 jaccard-loss dice-loss segmentation-loss Updated Jun 27, 2020 Python
arkanivasarkar / Retinal-Vessel-Segmentation-using-variants-of-UNET Star 70 Code Issues Pull requests Retinal vessel segmentation using U-NET, Res-UNET, Attention U-NET, and Residual Attention U-NET (RA-UNET) computer-vision keras image-processing unet keras-tensorflow intersection-over-union retinal-fundus-images retinal-vessel-segmentation jaccard-loss residual-unet jaccard-coefficient attention-unet residual-attention-unet patchwise-training Updated Jan 10, 2022 Python
anwai98 / Loss-Functions Star 4 Code Issues Pull requests Different Loss Function Implementations in PyTorch and Keras deep-learning keras pytorch iou focal-loss focal-tversky-loss jaccard-loss dice-loss binary-crossentropy tversky-loss combo-loss lovasz-hinge-loss Updated Jan 6, 2022 Jupyter Notebook