Image Segmentation
Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Segmentation_models | 4,514 |  | 12 | 16 | 3 months ago | 8 | January 10, 2020 | 263 | mit | Python |
| Segmentation models with pretrained backbones. Keras and TensorFlow Keras. | ||||||||||
| Keras Unet Collection | 428 |  | 4 | a year ago | 32 | January 10, 2022 | 28 | mit | Python | |
| 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. | ||||||||||
| Tensorflow Advanced Segmentation Models | 125 | a year ago | 8 | other | Python | |||||
| A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones. | ||||||||||
| Semantic Segmentation Of Remote Sensing Images | 68 | 4 years ago | 5 | Python | ||||||
| 遥感图像的语义分割，分别使用Deeplab V3+(Xception 和mobilenet V2 backbone)和unet模型，keras+python | ||||||||||
| Kaggle Pneumothorax | 53 | 5 years ago | mit | Python | ||||||
| The 4th Place Solution of SIIM-ACR Pneumothorax Segmentation | ||||||||||
| Image Segmentation | 35 | 4 years ago | 2 | mit | Python | |||||
| Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available | ||||||||||
| Backboned Unet | 23 | 5 years ago | 1 | mit | Python | |||||
| Build U-Nets for segmentation from pre-trained TorchVision models. | ||||||||||
| Keras Segmentation Sota Models | 10 | 5 years ago | 1 | Python | ||||||
| A keras implementation of many sota segmentation model with different backbones, such as Unet, Bisenet, Linknet | ||||||||||
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Python
Dataset
Tensorflow
Keras
Object Detection
Backbone
Semantic Segmentation
Unet
Instance Segmentation