image-segmentation

There are 93 repositories under image-segmentation topic.

amusi / CVPR2025-Papers-with-Code
CVPR 2025 论文和开源项目合集
cvpr cvpr2020 computer-vision deep-learning machine-learning object-detection image-segmentation paper image-processing visual-tracking python cvpr2021 semantic-segmentation cvpr2022 transformer transformers cvpr2023 cvpr2024 cvpr2025
20889
albumentations
albumentations-team / albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
augmentation deep-learning detection fast-augmentations image-augmentation image-classification image-processing image-segmentation machine-learning object-detection python segmentation
Language:Python 15146
extreme-assistant / CVPR2024-Paper-Code-Interpretation
cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
computer-vision cvpr2020 cvpr2019 deep-learning machine-learning object-detection image-segmentation image-classification papers cvpr2021 cvpr2022
12501
qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
segmentation image-processing pspnet unet unet-pytorch pytorch fpn models imagenet semantic-segmentation image-segmentation segmentation-models unetplusplus deeplabv3 deeplab-v3-plus pretrained-weights computer-vision segformer transformers dpt
Language:Python 10883
open-mmlab / mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
semantic-segmentation pytorch pspnet deeplabv3 transformer swin-transformer realtime-segmentation vessel-segmentation retinal-vessel-segmentation image-segmentation medical-image-segmentation
Language:Python 9228
PaddlePaddle / PaddleSeg
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
semantic-segmentation image-segmentation image-matting interactive-segmentation panoptic-segmentation transformer lane-detection autonomous-driving human-segmentation video-segmentation medical-image-segmentation
Language:Python 9168
xuebinqin / U-2-Net
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
computer-vision deep-learning image-background-removal image-processing image-segmentation u-2-net u2net
Language:Python 8994
roboflow / notebooks
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.
computer-vision deep-learning deep-neural-networks image-classification image-segmentation object-detection yolov5 pytorch tutorial yolov8 google-colab machine-learning zero-shot-classification zero-shot-detection open-vocabulary-detection automatic-labeling-system open-vocabulary-segmentation paligemma qwen vlm
Language:Jupyter Notebook 8392
background-removal-js
imgly / background-removal-js
Remove backgrounds from images directly in the browser environment with ease and no additional costs or privacy concerns. Explore an interactive demo.
background-removal image-matting image-segmentation javascript onnx open-source typescript
Language:TypeScript 6743
CVHub520 / X-AnyLabeling
Effortless data labeling with AI support from Segment Anything and other awesome models.
labeling-tool paddle pytorch resnet sam yolo deep-learning deeplearning onnx clip llm annotation-tool classification depth-estimation grounding-dino image-segmentation matting object-detection pose-estimation vlm
Language:Python 6527
qubvel / segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
unet fpn segmentation keras pretrained pre-trained image-segmentation linknet pspnet tensorflow segmentation-models resnet resnext efficientnet densenet keras-tensorflow keras-models tensorflow-keras keras-examples mobilenet
Language:Python 4882
Surface-Defect-Detection
Charmve / Surface-Defect-Detection
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
charmve dataset deep-learning defects image-segmentation paper pcb-surface-defect surface surface-defect-detection surface-defects surface-detection
Language:Python 3504
catalyst-team / catalyst
Accelerated deep learning R&D
deep-learning reinforcement-learning machine-learning computer-vision pytorch python distributed-computing infrastructure research reproducibility image-processing image-classification image-segmentation object-detection natural-language-processing text-classification text-segmentation information-retrieval recommender-system metric-learning
Language:Python 3360
locaal-ai / obs-backgroundremoval
An OBS plugin for removing background in portrait images (video), making it easy to replace the background when recording or streaming.
background-segmentation computer-vision image-segmentation libobs mac-osx obs obs-plugin obs-studio obs-studio-plugin obsproject onnx onnx-runtime onnxruntime onnxruntime-gpu plugin video-segmentation
Language:C++ 3247
jolibrain / deepdetect
Deep Learning API and Server in C++14 support for PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
deep-learning machine-learning caffe xgboost rest-api tsne object-detection image-segmentation image-classification neural-nets gpu ncnn tensorrt time-series pytorch tensorrt-conversion tensorrt-inference image-search
Language:C++ 2545
extreme-assistant / ICCV2023-Paper-Code-Interpretation
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
machine-learning computer-vision deep-learning object-detection iccv2019 iccv2021 iccv2017 image-classification image-recognition image-segmentation action-recognition
2304
axinc-ai / ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
deep-learning face-recognition face-detection object-detection object-recognition hand-detection fashion-ai image-classification pose-estimation image-segmentation object-tracking anomaly-detection action-recognition background-removal audio-processing crowd-counting gan neural-network embeddings llm
Language:Python 2254
jsbroks / coco-annotator
:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints
annotate-images coco coco-annotator coco-format computer-vision datasets deep-learning detection image-annotation image-labeling image-segmentation label machine-learning
Language:Vue 2238
amusi / ECCV2024-Papers-with-Code
ECCV 2024 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2024论文和开源项目
computer-vision deep-learning eccv eccv-2020 eccv2020 eccv2022 eccv2024 image-classification image-segmentation neural-network object-detection
2233
ZhengPeng7 / BiRefNet
[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation
dichotomous-image-segmentation salient-object-detection camouflaged-object-detection background-removal birefnet image-segmentation high-resolution-image-segmentation
Language:Python 2077
UniversalDataTool / universal-data-tool
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
computer-vision annotate-images entity-recognition desktop classification dataset annotation-tool deep-learning text-annotation named-entity-recognition text-labeling semantic-segmentation image-segmentation image-labeling-tool machine-learning image-annotation csv labeling labeling-tool hacktoberfest
Language:JavaScript 2023
ozan-oktay / Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
convolutional-neural-networks attention-model image-classification image-segmentation attention-gates
Language:Python 2003
jakeret / tf_unet
Generic U-Net Tensorflow implementation for image segmentation
deep-learning image-segmentation neural-network tensorflow
Language:Python 1911
SHI-Labs / OneFormer
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
ade20k cityscapes coco image-segmentation instance-segmentation panoptic-segmentation semantic-segmentation transformer oneformer universal-segmentation
Language:Jupyter Notebook 1666
sherlockchou86 / VideoPipe
A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )
ai behaviour-analysis cv deep-learning deepstream face-recognition feature-extraction gstreamer image-classification image-enhancement image-segmentation license-plate-recognition object-detection opencv reid similarity-search video-analysis video-processing
Language:C++ 1653
pytorch-toolbelt
BloodAxe / pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
pytorch kaggle image-classification image-segmentation deep-learning segmentation python image-processing machine-learning focal-loss jaccard-loss tta test-time-augmentation augmentation object-detection pipeline
Language:Python 1556
bermanmaxim / LovaszSoftmax
Code for the Lovász-Softmax loss (CVPR 2018)
image-segmentation loss-functions neural-networks pytorch
Language:Jupyter Notebook 1388
ANTsX / ANTs
Advanced Normalization Tools (ANTs)
image-registration image-segmentation medical-image-processing neuroimaging
Language:C++ 1363
SuperMedIntel / MedSegDiff
Medical Image Segmentation with Diffusion Model
artificial-intelligence deep-learning denoising-diffusion image-segmentation medical-imaging segmentation
Language:Python 1205
open-edge-platform / training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
openvino computer-vision deep-learning pytorch neural-networks-compression quantization hyper-parameter-optimization image-classification image-segmentation object-detection self-supervised-learning semi-supervised-learning transfer-learning action-recognition anomaly-detection datumaro automl machine-learning incremental-learning geti
Language:Python 1203
tianrun-chen / SAM-Adapter-PyTorch
Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts
2d-segmentation adapter camouflage-images camouflaged-object-detection camouflaged-target-detection fine-tune fine-tuning image-segmentation image-segmentation-pytorch segment-anything segment-anything-model
Language:Python 1162
cleanlab / cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
computer-vision data-centric-ai data-exploration data-quality data-validation deep-learning exploratory-data-analysis image-analysis image-classification image-generation image-quality image-segmentation data-profiling data-science
Language:Python 1110
ahundt / awesome-robotics
A curated list of awesome links and software libraries that are useful for robots.
awesome awesome-list datasets deep-learning image-segmentation list lists machine-learning optimization optimization-algorithms physics planning-algorithms point-cloud reinforcement-learning robot robotics ros sensors simulation tensorflow
1085
ayoolaolafenwa / PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
computer-vision machine-learning artificial-intelligence image-segmentation semantic-segmentation instance-segmentation video-segmentation deeplab deeplearning maskr-cnn tensorflow deep-learning pointrend pytorch convolutional-neural-networks segmentation object-detection
Language:Python 1071
ternaus / TernausNet
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
image-segmentation pytorch
Language:Python 1060
qqlu / Entity
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
image-segmentation segmentation pytorch instance-segmentation panoptic-segmentation semantic-segmentation object-detection fcos condinst detectron2 pretrained-weights pretrained-models computer-vision deep-learning cnn pretraining
Language:Jupyter Notebook 1032

image-segmentation

amusi / CVPR2025-Papers-with-Code

albumentations-team / albumentations

extreme-assistant / CVPR2024-Paper-Code-Interpretation

qubvel-org / segmentation_models.pytorch

open-mmlab / mmsegmentation

PaddlePaddle / PaddleSeg

xuebinqin / U-2-Net

roboflow / notebooks

imgly / background-removal-js

CVHub520 / X-AnyLabeling

qubvel / segmentation_models

Charmve / Surface-Defect-Detection

catalyst-team / catalyst

locaal-ai / obs-backgroundremoval

jolibrain / deepdetect

extreme-assistant / ICCV2023-Paper-Code-Interpretation

axinc-ai / ailia-models

jsbroks / coco-annotator

amusi / ECCV2024-Papers-with-Code

ZhengPeng7 / BiRefNet

UniversalDataTool / universal-data-tool

ozan-oktay / Attention-Gated-Networks

jakeret / tf_unet

SHI-Labs / OneFormer

sherlockchou86 / VideoPipe

BloodAxe / pytorch-toolbelt

bermanmaxim / LovaszSoftmax

ANTsX / ANTs

SuperMedIntel / MedSegDiff

open-edge-platform / training_extensions

tianrun-chen / SAM-Adapter-PyTorch

cleanlab / cleanvision

ahundt / awesome-robotics

ayoolaolafenwa / PixelLib

ternaus / TernausNet

qqlu / Entity