image-segmentation

There are 52 repositories under image-segmentation topic.

albumentations
albumentations-team / albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ 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 10193
extreme-assistant / CVPR2022-Paper-Code-Interpretation
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
9346
amusi / CVPR2022-Papers-with-Code
CVPR 2022 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
8391
qubvel / segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
segmentation image-processing neural-networks pspnet linknet unet unet-pytorch pytorch fpn models imagenet pretrained-models semantic-segmentation image-segmentation segmentation-models pretrained-backbones unetplusplus deeplabv3 deeplab-v3-plus pretrained-weights
Language:Python 5446
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 4774
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 3852
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 3722
catalyst-team / catalyst
Accelerated deep learning R&D
computer-vision deep-learning distributed-computing image-classification image-processing image-segmentation information-retrieval infrastructure machine-learning metric-learning natural-language-processing object-detection python pytorch recommender-system reinforcement-learning reproducibility research text-classification text-segmentation
Language:Python 2924
jolibrain / deepdetect
Deep Learning API and Server in C++14 support for Caffe, 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++ 2363
extreme-assistant / ICCV2021-Paper-Code-Interpretation
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
action-recognition computer-vision deep-learning iccv2017 iccv2019 iccv2021 image-classification image-recognition image-segmentation machine-learning object-detection
1974
jakeret / tf_unet
Generic U-Net Tensorflow implementation for image segmentation
image-segmentation neural-network deep-learning tensorflow
Language:Python 1827
Labelbox / labelbox
Labelbox is the fastest way to annotate data to build and ship computer vision applications.
annotation annotation-tool bounding-boxes boundingbox computer-vision computer-vision-annotation deep-learning detection image-annotation image-classification image-labeling image-labeling-tool image-segmentation imagenet labeling labeling-tool recognition tensorflow tools
Language:JavaScript 1628
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 1620
jsbroks / coco-annotator
:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints
machine-learning coco datasets annotate-images computer-vision deep-learning image-labeling coco-annotator image-annotation image-segmentation coco-format detection label
Language:Vue 1544
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 1528
bermanmaxim / LovaszSoftmax
Code for the Lovász-Softmax loss (CVPR 2018)
image-segmentation pytorch neural-networks loss-functions
Language:Jupyter Notebook 1268
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 1236
Charmve / Surface-Defect-Detection
📈 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 1014
ternaus / TernausNet
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
pytorch image-segmentation
Language:Python 1000
amusi / ECCV2020-Code
ECCV 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目
computer-vision deep-learning eccv eccv-2020 eccv2020 image-classification image-segmentation neural-network object-detection
948
neeru1207 / AI_Sudoku
GUI based Smart Sudoku Solver that tries to extract a sudoku puzzle from a photo and solve it
opencv-python cv2 image-processing image-segmentation cnn cnn-tensorflow knn-classification knn-classifier hough-transform hough-lines hough-line-transform blob-detection gui tkinter-gui tkinter-python digital-image-processing digit-recognition-application sudoku-solver sudoku-grabber machine-learning
Language:Python 903
ayoolaolafenwa / PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
artificial-intelligence computer-vision convolutional-neural-networks deep-learning deeplab deeplearning image-segmentation instance-segmentation machine-learning maskr-cnn object-detection pointrend pytorch segmentation semantic-segmentation tensorflow video-segmentation
Language:Python 749
guanfuchen / semseg
常用的语义分割架构结构综述以及代码复现
bisenet deep-learning deeplab drn enet erfnet fcn frrn future-semantic-segmentation gcn image-segmentation label-refinement-network lrn pytorch segmentation-models segmentation-networks segnet semantic-segmentation shufflenet
Language:Python 707
xiaoyufenfei / Efficient-Segmentation-Networks
Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)
pytorch real-time-semantic-segmentation camvid cityscapes computer-vision scene-understanding segmentation efficient-segmentation-networks semantic-segmentation-models image-segmentation neural-networks lightweight-semantic-segmentation driving-scene-understanding semantic-segmentation
Language:Python 705
usuyama / pytorch-unet
Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation
image-segmentation unet fully-convolutional-networks semantic-segmentation
Language:Jupyter Notebook 632
jasmcaus / caer
High-performance Vision library in Python. Scale your research, not boilerplate.
python vision artificial-intelligence machine-learning neural-network deep-learning gpu ai data-science image-processing video-processing caer augmentation computer-vision opencv cuda type-checking segmentation image-classification image-segmentation
Language:Python 614
crfasrnn_keras
sadeepj / crfasrnn_keras
CRF-RNN Keras/Tensorflow version
image-segmentation semantic-segmentation crf-as-rnn tensorflow keras crfasrnn crfasrnn-keras crfasrnn-tensorflow crf-rnn-tensorflow crf-rnn-keras
Language:Python 594
ahundt / awesome-robotics
A curated list of awesome links and software libraries that are useful for robots.
robotics robot ros tensorflow machine-learning reinforcement-learning sensors physics simulation deep-learning point-cloud datasets optimization optimization-algorithms planning-algorithms awesome awesome-list lists list image-segmentation
588
4uiiurz1 / pytorch-nested-unet
PyTorch implementation of UNet++ (Nested U-Net).
unet pytorch image-segmentation
Language:Python 572
ternaus / robot-surgery-segmentation
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
medical-imaging robot-assisted-surgery computer-vision image-segmentation deep-learning python pytorch
Language:Jupyter Notebook 568
guosheng / refinenet
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation
semantic-segmentation dense-prediction deep-neural-networks image-segmentation
Language:MATLAB 566
broadinstitute / keras-rcnn
Keras package for region-based convolutional neural networks (RCNNs)
deep-learning theano tensorflow cntk object-detection image-segmentation
Language:Python 537
ternaus / TernausNetV2
TernausNetV2: Fully Convolutional Network for Instance Segmentation
satellite-imagery computer-vision image-segmentation deep-learning python pytorch
Language:Jupyter Notebook 537
axinc-ai / ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
deep-learning machine-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
Language:Python 525
kyamagu / js-segment-annotator
Javascript image annotation tool based on image segmentation.
javascript image-segmentation javascript-image-annotation
Language:JavaScript 507
loli / medpy
Medical image processing in Python
medical python medpy image-processing machine-learning feature-extraction graph-cut magnetic-resonance-imaging nifti-format itk simpleitk mha mhd dicom 4d 3d 2d image-classification image-segmentation computed-tomography
Language:Python 402

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