qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
☆10,400Updated this week
Alternatives and similar repositories for segmentation_models.pytorch:
Users that are interested in segmentation_models.pytorch are comparing it to the libraries listed below
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆14,871Updated this week
- OpenMMLab Semantic Segmentation Toolbox and Benchmark.☆8,859Updated 8 months ago
- A PyTorch implementation of EfficientNet☆8,097Updated 3 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆34,001Updated last week
- PyTorch implementation of the U-Net for image semantic segmentation with high quality images☆10,046Updated 8 months ago
- Code release for ConvNeXt model☆5,989Updated 2 years ago
- A collection of loss functions for medical image segmentation☆3,904Updated last year
- The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semant…☆3,229Updated 2 years ago
- Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNe…☆2,969Updated 2 years ago
- Semantic segmentation models, datasets and losses implemented in PyTorch.☆1,766Updated 2 months ago
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, I…☆11,582Updated 3 weeks ago
- Official PyTorch implementation of SegFormer☆2,851Updated 9 months ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆10,427Updated this week
- Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes☆2,268Updated 2 years ago
- ☆11,308Updated 2 months ago
- Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.☆2,889Updated last year
- OpenMMLab Pre-training Toolbox and Benchmark☆3,642Updated 6 months ago
- End-to-End Object Detection with Transformers☆14,292Updated last year
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆14,712Updated 9 months ago
- Image augmentation for machine learning experiments.☆14,568Updated 9 months ago
- Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset☆5,018Updated last year
- awesome-semantic-segmentation☆10,662Updated 3 years ago
- OpenMMLab Computer Vision Foundation☆6,113Updated last week
- [IEEE TMI] Official Implementation for UNet++☆2,432Updated 3 months ago
- Segmentation models with pretrained backbones. Keras and TensorFlow Keras.☆4,835Updated 8 months ago
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,080Updated 3 years ago
- DeepLab v3+ model in PyTorch. Support different backbones.☆2,958Updated 9 months ago
- OpenMMLab Detection Toolbox and Benchmark☆30,932Updated 8 months ago
- Paper and implementation of UNet-related model.☆2,548Updated 4 years ago
- Pytorch implementation of convolutional neural network visualization techniques☆8,015Updated 4 months ago