semantic-segmentation

There are 114 repositories under semantic-segmentation topic.

label-studio
HumanSignal / label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo
Language:JavaScript 25359
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
21375
microsoft / Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
swin-transformer image-classification object-detection semantic-segmentation imagenet mscoco ade20k mask-rcnn
Language:Python 15389
wkentaro / labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
annotations classification computer-vision deep-learning image-annotation instance-segmentation python semantic-segmentation video-annotation
Language:Python 15217
cvat
cvat-ai / cvat
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
video-annotation computer-vision computer-vision-annotation deep-learning image-annotation annotation-tool annotation labeling labeling-tool image-labeling image-labelling-tool boundingbox image-classification annotations imagenet tensorflow semantic-segmentation dataset object-detection pytorch
Language:Python 14718
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 11037
Pytorch-UNet
milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
pytorch unet pytorch-unet semantic-segmentation convolutional-networks kaggle tensorboard wandb weights-and-biases deep-learning convolutional-neural-networks
Language:Python 10793
mrgloom / awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
semantic-segmentation benchmark evaluation deeplearning
10755
OpenGVLab / InternVL
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
gpt gpt-4o gpt-4v image-classification image-text-retrieval llm multi-modal semantic-segmentation video-classification vision-language-model vit-22b vit-6b
Language:Python 9440
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 9374
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 9205
gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan person-reid action-recognition pose-estimation
Language:Python 5914
ashishpatel26 / Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
alexnet cnn deeplearning keras machinelearning resnet resnet-50 semantic-segmentation tensorflow tensorflow2 tools visu visualization-neural-network visualize visualize-data visualize-networks
5147
CSAILVision / semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
ade20k pytorch scene-recognition semantic-segmentation
Language:Python 5053
weiliu89 / caffe
Caffe: a fast open framework for deep learning.
deep-learning object-detection real-time semantic-segmentation
Language:C++ 4799
HumanSignal / awesome-data-labeling
A curated list of awesome data labeling tools
image-annotation video-annotation audio-annotation-tool audio-annotation image-labeling image-labeling-tool awesome awesome-list bounding-box annotation labeling labeling-tool annotation-tool semantic-segmentation deep-learning 3d-annotation lidar data-labeling label-images label-videos
4207
meetps / pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
pytorch semantic-segmentation deep-learning fully-convolutional-networks
Language:Python 3422
HRNet / HRNet-Semantic-Segmentation
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
cityscapes high-resolution high-resolution-net hrnets lip pascal-context segmentation segmentation-transformer semantic-segmentation transformer
Language:Python 3293
NVlabs / SegFormer
Official PyTorch implementation of SegFormer
ade20k cityscapes semantic-segmentation transformer
Language:Python 3155
Tramac / awesome-semantic-segmentation-pytorch
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
semantic-segmentation pytorch
Language:Python 3023
osmr / imgclsmob
Sandbox for training deep learning networks
machine-learning deep-learning mxnet gluon pytorch classification imagenet neural-network image-classification chainer keras tensorflow pretrained-models cifar segmentation tensorflow2 semantic-segmentation human-pose-estimation 3d-face-reconstruction
Language:Python 3018
mit-han-lab / bevfusion
[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
3d-perception camera lidar object-detection pytorch semantic-segmentation sensor-fusion
Language:Python 2871
NVIDIA / MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
neural-network computer-vision sparse-tensors convolutional-neural-networks semantic-segmentation auto-differentiation spatio-temporal-analysis space-time deep-learning 3d-convolutional-network 4d-convolutional-neural-network high-dimensional-data high-dimensional-inference trilateral-filter 3d-vision sparse-convolution pytorch minkowski-engine cuda sparse-tensor-network
Language:Python 2807
amusi / ICCV2025-Papers-with-Code
ICCV 2025 论文和开源项目合集
artificial-intelligence computer-vision iccv iccv2021 iccv2023 iccv2025 object-detection semantic-segmentation transformer
2779
OpenGVLab / InternImage
[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
backbone deformable-convolution object-detection semantic-segmentation foundation-model
Language:Python 2760
GeorgeSeif / Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
deep-learning tensorflow segmentation computer-vision python semantic-segmentation densenet refinenet encoder-decoder semantic-segmentation-models dataset epoch upsampling iou
Language:Python 2525
zllrunning / face-parsing.PyTorch
Using modified BiSeNet for face parsing in PyTorch
bisenet celeba-hq-dataset face-parsing face-segmentation pytorch semantic-segmentation
Language:Python 2516
wolny / pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
3d-segmentation 3d-unet dice-coefficient groupnorm pytorch pytorch-3dunet residual-unet semantic-segmentation unet unet-pytorch volumetric-data
Language:Jupyter Notebook 2294
raster-vision
azavea / raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation
Language:Python 2173
Open3D-ML
isl-org / Open3D-ML
An extension of Open3D to address 3D Machine Learning tasks
3d-perception datasets pretrained-models lidar rgbd tensorflow pytorch visualization semantic-segmentation object-detection 3d-object-detection
Language:Python 2167
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 2034
semantic-segmentation-editor
Hitachi-Automotive-And-Industry-Lab / semantic-segmentation-editor
Web labeling tool for bitmap images and point clouds
image-labeling image-labeling-tool labeling-tool machine-learning manual-annotations pcd pointcloud semantic-segmentation
Language:JavaScript 1925
NVlabs / MambaVision
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
deep-learning foundation-models image-classification mamba self-attention vision-transformer visual-recognition hybrid-models huggingface-transformers transformers instance-segmentation object-detection semantic-segmentation
Language:Python 1846
yassouali / pytorch-segmentation
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
computer-vision deep-learning semantic-segmentation
Language:Jupyter Notebook 1800
wkentaro / pytorch-fcn
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
pytorch computer-vision deep-learning semantic-segmentation convolutional-networks fcn fcn8s
Language:Python 1775
zijundeng / pytorch-semantic-segmentation
PyTorch for Semantic Segmentation
semantic-segmentation deep-learning fully-convolutional-networks pytorch
Language:Python 1736

semantic-segmentation

HumanSignal / label-studio

amusi / CVPR2025-Papers-with-Code

microsoft / Swin-Transformer

wkentaro / labelme

cvat-ai / cvat

qubvel-org / segmentation_models.pytorch

milesial / Pytorch-UNet

mrgloom / awesome-semantic-segmentation

OpenGVLab / InternVL

open-mmlab / mmsegmentation

PaddlePaddle / PaddleSeg

dmlc / gluon-cv

ashishpatel26 / Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

CSAILVision / semantic-segmentation-pytorch

weiliu89 / caffe

HumanSignal / awesome-data-labeling

meetps / pytorch-semseg

HRNet / HRNet-Semantic-Segmentation

NVlabs / SegFormer

Tramac / awesome-semantic-segmentation-pytorch

osmr / imgclsmob

mit-han-lab / bevfusion

NVIDIA / MinkowskiEngine

amusi / ICCV2025-Papers-with-Code

OpenGVLab / InternImage

GeorgeSeif / Semantic-Segmentation-Suite

zllrunning / face-parsing.PyTorch

wolny / pytorch-3dunet

azavea / raster-vision

isl-org / Open3D-ML

UniversalDataTool / universal-data-tool

Hitachi-Automotive-And-Industry-Lab / semantic-segmentation-editor

NVlabs / MambaVision

yassouali / pytorch-segmentation

wkentaro / pytorch-fcn

zijundeng / pytorch-semantic-segmentation