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Search results for python unetplusplus

6 search results found

Segmentation_models.pytorch ⭐ 8,226

Segmentation models with pretrained backbones. PyTorch.

Keras Unet Collection ⭐ 428

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

Unet3plus_pth ⭐ 178

UNet3+/ UNet++/UNet, used in Deep Automatic Portrait Matting in Pytorth

Food Recognition ⭐ 143

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕

Prostatemr_3d Cad Cspca ⭐ 18

Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.

Unet3 Plus ⭐ 15

Clean Implementation of Unet3+ and validation on Cityscapes dataset.

Efficientunetplusplus ⭐ 12

Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperforms the UNet++ in a coronary artery segmentation task, while being significantly more computationally efficient.

Tooth Decay Semantic Segmentation ⭐ 10

Logiciel de détection, localisation & segmentation de carries sur des radiographies dentaires.

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