semantic-segmentation
60 progetti condividono questo topic GitHub
Le linee collegano membri che sono misurabilmente correlati tra loro. La dimensione dei punti riflette le stelle.
🧬 Membri
ultralytics
Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image…
★ 60k
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
★ 27.9k
CVPR2026-Papers-with-Code
CVPR 2026 论文和开源项目合集
★ 22.8k
cvat
Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for…
★ 16.4k
labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
★ 16.1k
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
★ 11.7k
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
★ 11.6k
InternVL
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. …
★ 10.1k
PaddleSeg
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical…
★ 9.4k
gluon-cv
Gluon CV Toolkit
★ 5.9k
awesome-data-labeling
A curated list of awesome data labeling tools
★ 4.4k
pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
★ 3.4k
imgclsmob
Sandbox for training deep learning networks
★ 3k
MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
★ 2.9k
ICCV2025-Papers-with-Code
ICCV 2025 论文和开源项目合集
★ 2.9k
raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
★ 2.2k
MambaVision
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
★ 2.2k
universal-data-tool
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
★ 2.1k
semantic-segmentation-editor
Web labeling tool for bitmap images and point clouds
★ 2k
CoreML-Models
Converted CoreML Model Zoo.
★ 1.8k
pytorch-segmentation
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
★ 1.8k
pytorch-semantic-segmentation
PyTorch for Semantic Segmentation
★ 1.7k
lightly-train
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
★ 1.6k
RandLA-Net
🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)
★ 1.6k
Self-Correction-Human-Parsing
An out-of-box human parsing representation extractor.
★ 1.2k
PaddleViT
:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
★ 1.2k
nncf
Neural Network Compression Framework for enhanced OpenVINO™ inference
★ 1.2k
EfficientFormer
EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
★ 1.1k
PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
★ 1.1k
Entity
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
★ 1k
Efficient-Segmentation-Networks
Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet,…
★ 1k
ODISE
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion…
★ 945
GSCNN
Gated-Shape CNN for Semantic Segmentation (ICCV 2019)
★ 939
AdaptSegNet
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
★ 856
deeplabv3
PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
★ 816
STEGO
Unsupervised Semantic Segmentation by Distilling Feature Correspondences
★ 791
GroupViT
Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.
★ 788
Kimera-Semantics
Real-Time 3D Semantic Reconstruction from 2D data
★ 745
semantic_slam
Real time semantic slam in ROS with a hand held RGB-D camera
★ 717
geospatial-machine-learning
A curated list of resources focused on Machine Learning in Geospatial Data Science.
★ 704
pytorch-deeplab-resnet
DeepLab resnet v2 model in pytorch
★ 602
Satellite-Imagery-Datasets-Containing-Ships
This repository provides a comprehensive list of radar and optical satellite datasets curated for ship…
★ 601
BiFormer
[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"
★ 583
awesome-computer-vision-models
A list of popular deep learning models related to classification, segmentation and detection problems
★ 542
ConvMAE
ConvMAE: Masked Convolution Meets Masked Autoencoders
★ 531
ICASSP-2023-24-Papers
ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP…
★ 525
LEDNet
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
★ 522
AdvSemiSeg
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
★ 507
VPGNet
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition (ICCV 2017)
★ 504
Amazing-Semantic-Segmentation
Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet,…
★ 482
U2PL
[CVPR'22 & IJCV'24] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels & Using Unreliable…
★ 478
CVPR-2022-papers
CVPR 2022 papers with code (论文及代码）
★ 469
Fast-SCNN-pytorch
A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network
★ 439
FCN-pytorch
🚘 Easiest Fully Convolutional Networks
★ 414
CCT
:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).
★ 412
OccFormer
[ICCV 2023] OccFormer: Dual-path Transformer for Vision-based 3D Semantic Occupancy Prediction
★ 410
piwise
Pixel-wise segmentation on VOC2012 dataset using pytorch.
★ 387
awesome-computer-vision-resources
a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。
★ 355
PaperWeekly
Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM,…
★ 332
bonnet
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.
★ 328
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