Official PyTorch implementation of SegFormer
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Aug 2, 2024 - Python
cityscapes - 技术专题
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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
transformer segmentation high-resolution semantic-segmentation cityscapes pascal-context lip high-resolution-net hrnets segmentation-transformer
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Nov 17, 2022 - Python
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
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Nov 15, 2022 - Python
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
transformer coco image-segmentation semantic-segmentation cityscapes instance-segmentation ade20k panoptic-segmentation universal-segmentation oneformer
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Oct 3, 2024 - Jupyter Notebook
Add bisenetv2. My implementation of BiSeNet
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Apr 4, 2026 - Python
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.)
computer-vision pytorch neural-networks segmentation image-segmentation semantic-segmentation cityscapes scene-understanding semantic-segmentation-models camvid real-time-semantic-segmentation efficient-segmentation-networks lightweight-semantic-segmentation driving-scene-understanding
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Jul 25, 2024 - Python
PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help
pytorch apex tensorboard gtav fcn lane-detection semantic-segmentation pascal-voc tusimple cityscapes deeplab tensorrt mobilenet onnx erfnet lstr culane scnn resa
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Oct 4, 2023 - Python
SOTA Semantic Segmentation Models in PyTorch
deep-learning pytorch dataset transformer semantic-segmentation cityscapes ade20k pascal-context camvid vision-transformer coco-stuff
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Mar 20, 2024 - Python
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
pytorch segmentation semantic-segmentation cityscapes wide-residual-networks mobilenet shufflenet light-weight-net mobilenetv2 mobilenet-v2 deeplabv3 deeplabv3plus mapillary-vistas-dataset inplace-activated-batchnorm mobilenetv2plus rfmobilenetv2plus semantic-context-loss light-weight-networks scse-aspp
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Feb 23, 2020 - Python
Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
pytorch coco eval ccnet cityscapes mobilenet xception deeplabv3plus deeplab-v3-plus fast-scnn hrnet pointrend
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Jul 5, 2024 - Python
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
semantic-segmentation cityscapes pascal-context hard-example-mining contrastive-learning pixel-contrast
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Oct 13, 2022 - Python
[CVPR 2021] Self-supervised depth estimation from short sequences
pytorch cvpr depth-estimation cityscapes kitti monodepth self-supervised self-supervised-learning depths cvpr2021 cost-volumes estimating-depths
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Aug 9, 2023 - Python
This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)
pytorch bottom-up semantic-segmentation cityscapes deeplab instance-segmentation panoptic-segmentation sementation detectron2 cvpr2020
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Jun 23, 2023 - Python
Understanding Convolution for Semantic Segmentation
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Oct 26, 2021 - Python
[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
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Jan 27, 2023 - Python
Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation
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Jan 8, 2020 - Python
Official PyTorch implementation of Fully Attentional Networks
deep-learning corruption backbone imagenet image-classification coco object-detection semantic-segmentation visual-recognition cityscapes information-bottleneck self-attention pre-train out-of-distribution vision-transformers visual-grouping
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Mar 31, 2023 - Python
[CVPR'22 & IJCV'24] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels & Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation
computer-vision deep-learning pytorch semi-supervised-learning semantic-segmentation pascal-voc cityscapes mechine-learning contrastive-learning cvpr2022
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Aug 20, 2024 - Python
Pytorch code for semantic segmentation using ERFNet
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Dec 5, 2019 - Python
This repository contains the source code of our work on designing efficient CNNs for computer vision
cnn pytorch object-detection semantic-segmentation pascal-voc cityscapes mscoco imagenet-classifier imagenet-dataset cnn-classification shufflenetv2 espnetv2 dicenet
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Jul 15, 2024 - Python