semantic-segmentation

There are 75 repositories under semantic-segmentation topic.

label-studio
heartexlabs / label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
computer-vision deep-learning image-annotation annotation-tool annotation labeling labeling-tool image-labeling image-labelling-tool boundingbox image-classification annotations semantic-segmentation dataset datasets label-studio data-labeling text-annotation yolo mlops
Language:Python 12342
amusi / CVPR2023-Papers-with-Code
CVPR 2023 论文和开源项目合集
computer-vision cvpr cvpr2020 cvpr2021 cvpr2022 cvpr2023 deep-learning image-processing image-segmentation machine-learning object-detection paper python semantic-segmentation transformer transformers visual-tracking
10802
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 10324
wkentaro / labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
image-annotation python computer-vision annotations deep-learning semantic-segmentation instance-segmentation video-annotation classification
Language:Python 9945
mrgloom / awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
semantic-segmentation benchmark evaluation deeplearning
9808
cvat
opencv / 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:TypeScript 9032
qubvel / segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
segmentation image-processing 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 hacktoberfest
Language:Python 6964
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.
autonomous-driving human-segmentation image-matting image-segmentation interactive-segmentation lane-detection medical-image-segmentation panoptic-segmentation semantic-segmentation transformer video-segmentation
Language:Python 6628
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 6550
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 5486
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 5426
weiliu89 / caffe
Caffe: a fast open framework for deep learning.
object-detection semantic-segmentation deep-learning real-time
Language:C++ 4642
CSAILVision / semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
pytorch semantic-segmentation scene-recognition ade20k
Language:Python 4558
meetps / pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
pytorch semantic-segmentation deep-learning fully-convolutional-networks
Language:Python 3296
ashishpatel26 / Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
tools visualize-data visualize-networks visualize visu visualization-neural-network keras tensorflow cnn alexnet resnet-50 resnet deeplearning machinelearning tensorflow2 semantic-segmentation
3191
heartexlabs / 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
2894
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
segmentation semantic-segmentation cityscapes pascal-context lip high-resolution high-resolution-net hrnets transformer segmentation-transformer
Language:Python 2812
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 2776
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 2470
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 2450
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 1916
raster-vision
azavea / raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
deep-learning computer-vision remote-sensing geospatial object-detection semantic-segmentation classification machine-learning pytorch
Language:Python 1816
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 1763
zijundeng / pytorch-semantic-segmentation
PyTorch for Semantic Segmentation
semantic-segmentation deep-learning fully-convolutional-networks pytorch
Language:Python 1663
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 1645
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 1642
NVlabs / SegFormer
Official PyTorch implementation of SegFormer
ade20k cityscapes semantic-segmentation transformer
Language:Python 1495
semantic-segmentation-editor
Hitachi-Automotive-And-Industry-Lab / semantic-segmentation-editor
Web labeling tool for bitmap images and point clouds
labeling-tool machine-learning manual-annotations semantic-segmentation pcd image-labeling image-labeling-tool pointcloud
Language:JavaScript 1490
rwightman / efficientdet-pytorch
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
efficientdet efficientnet object-detection semantic-segmentation pytorch
Language:Python 1453
amusi / ICCV2021-Papers-with-Code
ICCV 2021 论文和开源项目合集
iccv iccv2021 object-detection computer-vision artificial-intelligence semantic-segmentation transformer
1425
QingyongHu / SoTA-Point-Cloud
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
pointclouds 3d-deep-learning 3d-classification 3d-detection 3d-tracking 3d-segmentation semantic-segmentation instance-segmentation
1414
wolny / pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
semantic-segmentation unet unet-pytorch 3d-unet groupnorm pytorch-3dunet pytorch dice-coefficient volumetric-data 3d-segmentation residual-unet
Language:Jupyter Notebook 1382
yassouali / pytorch-segmentation
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
semantic-segmentation computer-vision deep-learning
Language:Python 1308
speedinghzl / CCNet
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
cityscape semantic-segmentation self-attention pytorch scene-parsing segmentation
Language:Python 1302
d-li14 / involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
involution operator pytorch image-classification object-detection instance-segmentation semantic-segmentation cvpr2021 pre-trained-model
Language:Python 1280
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 1232

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