Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
☆4,921Aug 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.☆11,470Updated this week
- Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.☆3,005May 12, 2024Updated last year
- Classification models trained on ImageNet. Keras.☆1,234Jul 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☆10,829May 8, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- unet for image segmentation☆4,912Mar 27, 2026Updated 3 weeks ago
- Implementation of EfficientNet model. Keras and TensorFlow Keras.☆2,102Jan 24, 2024Updated 2 years ago
- Keras implementation of Deeplab v3+ with pretrained weights☆1,375Nov 13, 2024Updated last year
- Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow☆25,544Jun 7, 2024Updated last year
- [IEEE TMI] Official Implementation for UNet++☆2,638Aug 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☆1,570Oct 9, 2025Updated 6 months ago
- Image augmentation for machine learning experiments.☆14,733Jul 30, 2024Updated last year
- Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!☆2,525Apr 22, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for the Lovász-Softmax loss (CVPR 2018)☆1,410Apr 12, 2024Updated 2 years ago
- Keras implementation of RetinaNet object detection.☆4,391Mar 16, 2023Updated 3 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,637Apr 9, 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☆11,351Aug 11, 2024Updated last year
- Winning solution for the Kaggle TGS Salt Identification Challenge.☆356Aug 8, 2019Updated 6 years ago
- OpenMMLab Detection Toolbox and Benchmark☆32,598Aug 21, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Paper and implementation of UNet-related model.☆2,587May 21, 2020Updated 5 years ago
- Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.☆34,310Apr 7, 2026Updated last week
- Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset☆5,069Jan 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…☆3,323Nov 17, 2022Updated 3 years ago
- A PyTorch implementation of EfficientNet☆8,219Apr 8, 2022Updated 4 years ago
- Accelerated deep learning R&D☆3,374Jun 27, 2025Updated 9 months ago
- Sandbox for training deep learning networks☆3,017Sep 6, 2024Updated last year
- A simple, fully convolutional model for real-time instance segmentation.☆5,230Sep 9, 2025Updated 7 months ago
- Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation☆2,050Nov 13, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- SIIM-ACR Pneumothorax Segmentation first place solution☆322Jul 25, 2024Updated last year
- Image Test Time Augmentation with PyTorch!☆1,027Jul 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☆77,674Apr 2, 2026Updated 2 weeks ago
- Semantic Segmentation Architectures Implemented in PyTorch☆3,409Oct 11, 2023Updated 2 years ago
- Keras implementations of Generative Adversarial Networks.☆9,215Dec 12, 2022Updated 3 years ago