Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
☆4,920Aug 21, 2024Updated last year
Alternatives and similar repositories for segmentation_models
Users that are interested in segmentation_models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆11,414Updated this week
- Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.☆3,004May 12, 2024Updated last year
- Classification models trained on ImageNet. Keras.☆1,233Jul 21, 2022Updated 3 years ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,290Jun 25, 2025Updated 9 months ago
- awesome-semantic-segmentation☆10,831May 8, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- unet for image segmentation☆4,907Mar 19, 2026Updated last week
- Implementation of EfficientNet model. Keras and TensorFlow Keras.☆2,101Jan 24, 2024Updated 2 years ago
- Keras implementation of Deeplab v3+ with pretrained weights☆1,376Nov 13, 2024Updated last year
- Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow☆25,535Jun 7, 2024Updated last year
- [IEEE TMI] Official Implementation for UNet++☆2,625Aug 25, 2025Updated 7 months ago
- A collection of loss functions for medical image segmentation☆4,002Nov 1, 2023Updated 2 years ago
- PyTorch extensions for fast R&D prototyping and Kaggle farming☆1,568Oct 9, 2025Updated 5 months ago
- Image augmentation for machine learning experiments.☆14,735Jul 30, 2024Updated last year
- Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!☆2,524Apr 22, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for the Lovász-Softmax loss (CVPR 2018)☆1,411Apr 12, 2024Updated last year
- Keras implementation of RetinaNet object detection.☆4,392Mar 16, 2023Updated 3 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,538Mar 18, 2026Updated last week
- Test Time image Augmentation (TTA) wrapper for Keras model.☆112Jan 6, 2022Updated 4 years ago
- UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset☆1,064Oct 26, 2022Updated 3 years ago
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,109Apr 22, 2022Updated 3 years ago
- PyTorch implementation of the U-Net for image semantic segmentation with high quality images☆11,301Aug 11, 2024Updated last year
- Winning solution for the Kaggle TGS Salt Identification Challenge.☆356Aug 8, 2019Updated 6 years ago
- OpenMMLab Detection Toolbox and Benchmark☆32,542Aug 21, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Paper and implementation of UNet-related model.☆2,589May 21, 2020Updated 5 years ago
- Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.☆34,254Mar 21, 2026Updated last week
- Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset☆5,064Jan 15, 2024Updated 2 years ago
- The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semant…☆3,321Nov 17, 2022Updated 3 years ago
- A PyTorch implementation of EfficientNet☆8,219Apr 8, 2022Updated 3 years ago
- Accelerated deep learning R&D☆3,372Jun 27, 2025Updated 9 months ago
- Sandbox for training deep learning networks☆3,015Sep 6, 2024Updated last year
- A simple, fully convolutional model for real-time instance segmentation.☆5,226Sep 9, 2025Updated 6 months ago
- Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation☆2,048Nov 13, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- SIIM-ACR Pneumothorax Segmentation first place solution☆321Jul 25, 2024Updated last year
- Image Test Time Augmentation with PyTorch!☆1,028Jul 28, 2023Updated 2 years ago
- An awesome semantic segmentation model that runs in real time☆177Mar 7, 2020Updated 6 years ago
- DSB2018 [ods.ai] topcoders☆418Aug 21, 2019Updated 6 years ago
- Models and examples built with TensorFlow☆77,686Updated this week
- Semantic Segmentation Architectures Implemented in PyTorch☆3,409Oct 11, 2023Updated 2 years ago
- Keras implementations of Generative Adversarial Networks.☆9,223Dec 12, 2022Updated 3 years ago