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The Top 23 Pytorch Semantic Segmentation Open Source Projects

Open source projects categorized as Pytorch Semantic Segmentation
Categories > Machine Learning > Semantic Segmentation
Food Recognition ⭐ 143
🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕
most recent commit 6 months ago
Bmw Anonymization Api ⭐ 137
This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.
most recent commit 2 years ago
Myria3d ⭐ 132
Myria3D: Aerial Lidar HD Semantic Segmentation with Deep Learning
most recent commit a month ago
Detectron2 ⭐ 130
Detectron2 for Document Layout Analysis
most recent commit 4 years ago
Pebal ⭐ 129
[ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes
most recent commit 8 months ago
Agml ⭐ 128
AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
most recent commit 4 months ago
Segan ⭐ 127
SegAN: Semantic Segmentation with Adversarial Learning
most recent commit 6 years ago
Viewal ⭐ 127
[CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"
most recent commit a year ago
Ccnet Pure Pytorch ⭐ 127
Criss-Cross Attention for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.
most recent commit 3 years ago
Mgd ⭐ 124
Masked Generative Distillation (ECCV 2022)
most recent commit a year ago
Fpconv ⭐ 123
FPConv: Learning Local Flattening for Point Convolution, CVPR 2020
most recent commit 2 years ago
Semantic Segmentation Tutorial Pytorch ⭐ 123
A simple PyTorch codebase for semantic segmentation using Cityscapes.
most recent commit 2 years ago
Semanticsegmentation ⭐ 122
A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation
most recent commit a year ago
Nas Segm Pytorch ⭐ 108
Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19
most recent commit 4 years ago
Dise Domain Invariant Structure Extraction ⭐ 106
Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019
most recent commit 5 years ago
Dst Cbc ⭐ 106
Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"
most recent commit 2 years ago
Resunetplusplus With Crf And Tta ⭐ 106
Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)
most recent commit 6 months ago
Focusondepth ⭐ 105
A Monocular depth-estimation for in-the-wild AutoFocus application.
most recent commit 9 months ago
Rtfnet ⭐ 102
RGB-Thermal Fusion Network for Semantic Segmentation of Urban Scenes
most recent commit 2 years ago
Fusenet_pytorch ⭐ 101
Joint scene classification and semantic segmentation with FuseNet
most recent commit 9 months ago
Pytorch Fcn Easiest Demo ⭐ 97
PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).
most recent commit 5 years ago
3d Unet Pytorch Implementation ⭐ 96
The implementation of 3D-UNet using PyTorch
most recent commit 4 years ago
Autonomous_mobile_robot ⭐ 93
Implementation of an autonomous mobile robot with semantic segmentation, object detection, motion planning and control systems
most recent commit 7 months ago
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