 segmentation_models.pytorch
 segmentation_models.pytorch 
 Segmentation Model Library
 A comprehensive library for training and applying deep learning models for image segmentation
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
10k stars
 83 watching
 2k forks
 
Language: Python 
last commit: 11 months ago 
Linked from   2 awesome lists  
  computer-visiondeeplab-v3-plusdeeplabv3fpnimage-processingimage-segmentationimagenetmodelspretrained-modelspretrained-weightspspnetpytorchsegformersegmentationsegmentation-modelssemantic-segmentationtransformersunetunet-pytorchunetplusplus 
 Related projects:
| Repository | Description | Stars | 
|---|---|---|
|  | Implementations of popular semantic segmentation architectures using PyTorch | 3,400 | 
|  | An implementation of a deep learning model for image segmentation using PyTorch | 868 | 
|  | An implementation of semantic segmentation models on the MIT ADE20K dataset using PyTorch. | 4,963 | 
|  | Provides PyTorch implementations of deep learning models for semantic segmentation | 772 | 
|  | An open source implementation of deep learning-based human segmentation models using PyTorch | 558 | 
|  | A PyTorch implementation of a deep learning model for semantic segmentation tasks in computer vision. | 380 | 
|  | Implementation of semantic segmentation models and datasets using PyTorch | 1,705 | 
|  | PyTorch implementation of a deep learning model for image segmentation | 90 | 
|  | A collection of curated examples showcasing various PyTorch applications in computer vision, natural language processing, and reinforcement learning. | 22,530 | 
|  | A PyTorch implementation of a segmentation network architecture | 588 | 
|  | A PyTorch implementation of V-Net for volumetric medical image segmentation | 703 | 
|  | A PyTorch-based toolbox for building and training semantic segmentation models | 408 | 
|  | A comprehensive tutorial project that provides code examples for learning PyTorch by implementing various deep learning models and demonstrating their usage. | 30,401 | 
|  | A PyTorch implementation of a real-time semantic segmentation model using ENet architecture | 392 | 
|  | An implementation of a deep learning model using PyTorch for semantic segmentation tasks. | 237 |