PyTorch implementation of over 30 realtime semantic segmentations models, e.g. BiSeNetv1, BiSeNetv2, CGNet, ContextNet, DABNet, DDRNet, EDANet, ENet, ERFNet, ESPNet, ESPNetv2, FastSCNN, ICNet, LEDNet, LinkNet, PP-LiteSeg, SegNet, ShelfNet, STDC, SwiftNet, and support knowledge distillation, distributed training, Optuna etc.
☆251Sep 18, 2025Updated 7 months ago
Alternatives and similar repositories for realtime-semantic-segmentation-pytorch
Users that are interested in realtime-semantic-segmentation-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TensorRT implementation for PIDNet☆27Sep 2, 2023Updated 2 years ago
- PyTorch implementation of medical semantic segmentations models, e.g. UNet, UNet++, DUCKNet, ResUNet, ResUNet++, and support knowledge di…☆28Feb 25, 2025Updated last year
- [CAC2023] Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation☆11Nov 28, 2024Updated last year
- Self-Supervised Multi-Scale Transformer with Attention-Guided Fusion for Efficient Crack Detection☆25Jan 17, 2026Updated 3 months ago
- 🔥[T-ITS 2025, Official Code] for paper "Evidence-based Real-time Road Segmentation with RGB-D Data Augmentation". Official Weights and D…☆15Apr 29, 2025Updated 11 months 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.
- pytorch of the SOTA real-time segmentation network ppliteseg☆33Apr 26, 2022Updated 3 years ago
- This is the official repository for our recent work: PIDNet☆785Dec 18, 2025Updated 4 months ago
- DsNet: A Novel Hybrid Architecture of Convolution and Transformer for Real-time Weld Seam Image Segmentation☆13Sep 1, 2024Updated last year
- LED-Net: A lightweight and efficient dual-branch convolutional neural network designed to address the challenge of achieving high-perform…☆16Sep 9, 2025Updated 7 months ago
- CamVid original data set, and the generated 11 category labels and training grayscale images.☆33May 29, 2021Updated 4 years ago
- Official implementation of SCTNet (AAAI2024)☆321Jan 17, 2024Updated 2 years ago
- Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet☆518Jul 23, 2023Updated 2 years ago
- A Lightweight Model based on Mamba and CNN for Skin Lesion Segmentation☆39Oct 17, 2025Updated 6 months ago
- Real-time Semantic Segmentation☆61Dec 4, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation☆13Oct 1, 2022Updated 3 years ago
- The official implementation of "Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes"☆479Jun 19, 2023Updated 2 years ago
- Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESP…☆1,006Jul 25, 2024Updated last year
- Source Code of our CVPR2021 paper "Rethinking BiSeNet For Real-time Semantic Segmentation"☆751Nov 5, 2021Updated 4 years ago
- ☆10Jun 13, 2023Updated 2 years ago
- ☆28Nov 20, 2024Updated last year
- ☆64Updated this week
- ☆30Nov 29, 2024Updated last year
- 3D car detection competition on Kaggle : https://www.kaggle.com/c/pku-autonomous-driving/overview☆14Feb 5, 2020Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Darknet Neural Network Backend and Frontend for ONNX☆10Oct 12, 2018Updated 7 years ago
- Text detection network psenet deployed by libtorch and Qt.☆14May 21, 2020Updated 5 years ago
- Official Pytorch implementation for "IFORMER: INTEGRATING CONVNET AND TRANSFORMER FOR MOBILE APPLICATION" [ICLR 2025]☆63Mar 22, 2025Updated last year
- a novel real-time model in semantic segmentation☆148Feb 17, 2025Updated last year
- FASSD-Net: Fast and Accurate Semantic Segmentation with Dilated Asymmetric Convolutions☆11Jan 19, 2021Updated 5 years ago
- OpenMMLab Semantic Segmentation Toolbox and Benchmark.☆9,736Aug 13, 2024Updated last year
- we introduce R2S100K---a large-scale dataset and benchmark for training and evaluation of road segmentation in challenging unstructured r…☆15Jan 28, 2026Updated 2 months ago
- Pytorch implementation for LiteSeg☆93Mar 22, 2021Updated 5 years ago
- ☆10Apr 27, 2022Updated 3 years ago
- 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.
- Official Repo For AAAI 2026 Accepted Paper "Rethinking the Spatio-Temporal Alignment of End-to-End 3D Perception"☆30Mar 25, 2026Updated 3 weeks ago
- Deep Learning Lane Detection☆13Jun 26, 2019Updated 6 years ago
- Evidential Semantic Mapping (IROS 2024)☆52Oct 21, 2025Updated 5 months ago
- The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".☆119Dec 16, 2024Updated last year
- SOTA Semantic Segmentation Models in PyTorch☆940Mar 20, 2024Updated 2 years ago
- This repository provides a multi task benchmark for instance segmentation, depth estimation, and 3D object detection.☆14Jul 29, 2023Updated 2 years ago
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆11,470Apr 13, 2026Updated last week