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Search results for python semantic segmentation

semantic-segmentation x

798 search results found

Swin Transformer ⭐ 12,215

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Labelme ⭐ 12,208

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Segmentation_models.pytorch ⭐ 8,226

Segmentation models with pretrained backbones. PyTorch.

Paddleseg ⭐ 7,961

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.

Pytorch Unet ⭐ 7,861

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Mmsegmentation ⭐ 6,974

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Hrnet Semantic Segmentation ⭐ 2,714

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

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Awesome Semantic Segmentation Pytorch ⭐ 2,399

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 Suite ⭐ 2,311

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

Internimage ⭐ 2,186

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

Segformer ⭐ 2,056

Official PyTorch implementation of SegFormer

Raster Vision ⭐ 1,956

An open source library and framework for deep learning on satellite and aerial imagery.

Face Parsing.pytorch ⭐ 1,725

Using modified BiSeNet for face parsing in PyTorch

Pytorch Fcn ⭐ 1,628

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

Bevfusion ⭐ 1,565

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

Open3d Ml ⭐ 1,530

An extension of Open3D to address 3D Machine Learning tasks

Efficientdet Pytorch ⭐ 1,482

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

Semantic Segmentation ⭐ 1,306

Nvidia Semantic Segmentation monorepo

Medicaldetectiontoolkit ⭐ 1,249

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Tensorflow Deeplab Resnet ⭐ 1,212

DeepLab-ResNet rebuilt in TensorFlow

Torchdistill ⭐ 1,171

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

Randla Net ⭐ 1,128

🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)

Involution ⭐ 1,106

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

Ccnet ⭐ 1,061

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

Vit Adapter ⭐ 1,003

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

Paddlevit ⭐ 951

🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

Deep Learning In Production ⭐ 949

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

Pixellib ⭐ 828

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Deeplab_v3 ⭐ 797

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

Efficientformer ⭐ 790

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

Uniformer ⭐ 749

[ICLR2022] official implementation of UniFormer

Neural Network Compression Framework for enhanced OpenVINO™ inference

Awesome Fast Attention ⭐ 717

list of efficient attention modules

Pytorch Auto Drive ⭐ 713

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

Sssegmentation ⭐ 698

SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.

Superpoint_graph ⭐ 691

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

Mobile Semantic Segmentation ⭐ 677

Real-Time Semantic Segmentation in Mobile device

Cylinder3d ⭐ 670

Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)

Deeplab Pytorch ⭐ 668

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

Semantic Kitti Api ⭐ 665

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

Pytorch Segmentation Toolbox ⭐ 616

PyTorch Implementations for DeeplabV3 and PSPNet

Pytorch Deeplab Resnet ⭐ 598

DeepLab resnet v2 model in pytorch

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

Crfasrnn_keras ⭐ 586

CRF-RNN Keras/Tensorflow version

Adaptsegnet ⭐ 586

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Tusimple Duc ⭐ 575

Understanding Convolution for Semantic Segmentation

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

Fastervit ⭐ 539

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

常用的语义分割架构结构综述以及代码复现

Deep_gcns ⭐ 525

Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

Pointsift ⭐ 511

a module for 3D semantic segmentation in point clouds.

Convcrf ⭐ 496

This repository contains the reference implementation for our proposed Convolutional CRFs.

Contrastiveseg ⭐ 487

ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

Instance-aware Semantic Segmentation via Multi-task Network Cascades

Ddpm Segmentation ⭐ 466

Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)

Openscene ⭐ 443

[CVPR'23] OpenScene: 3D Scene Understanding with Open Vocabularies

Bcdu Net ⭐ 435

BCDU-Net : Medical Image Segmentation

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

Torchsemiseg ⭐ 423

[CVPR 2021] Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

Vnet.pytorch ⭐ 421

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

Segmentation.x ⭐ 410

Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation

Isda For Deep Networks ⭐ 409

An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)

Daformer ⭐ 404

[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

Official PyTorch implementation of Fully Attentional Networks

Deeplabv3 ⭐ 388

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

Vedaseg ⭐ 383

A semantic segmentation toolbox based on PyTorch

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

Espnetv2 ⭐ 375

A light-weight, power efficient, and general purpose convolutional neural network

Seg Uncertainty ⭐ 374

IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

Convmae ⭐ 370

ConvMAE: Masked Convolution Meets Masked Autoencoders

Fcn Pytorch ⭐ 366

🚘 Easiest Fully Convolutional Networks

High-level batteries-included neural network training library for Pytorch

Pixel-wise segmentation on VOC2012 dataset using pytorch.

A pytorch-based real-time segmentation model for autonomous driving

Edgenets ⭐ 340

This repository contains the source code of our work on designing efficient CNNs for computer vision

Segmentation Pytorch ⭐ 337

Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNe HRNet、DDRNet

Sfsegnets ⭐ 334

Implementation of Our ECCV-2020-oral paper and its extension: Semantic Flow for Fast and Accurate Scene Parsing

Panoptic Deeplab ⭐ 333

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)

📄 Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

Remote Sensing Rvsa ⭐ 331

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

1 Stage Wseg ⭐ 325

Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)

Efficient Segmentation Networks ⭐ 323

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.)

Decouplesegnets ⭐ 323

Implementation of Our ECCV2020-work: Improving Semantic Segmentation via Decoupled Body and Edge Supervision

Ademxapp ⭐ 320

Code for https://arxiv.org/abs/1611.10080

Advsemiseg ⭐ 307

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Pytorch Hardnet ⭐ 305

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

Paddlers ⭐ 303

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Crossformer ⭐ 302

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

Blitznet ⭐ 293

Deep neural network for object detection and semantic segmentation in real-time. Official code for the paper "BlitzNet: A Real-Time Deep Network for Scene Understanding"

Segmentation_keras ⭐ 292

DilatedNet in Keras for image segmentation

Unsupervised Semantic Segmentation ⭐ 291

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

Pspnet Tensorflow ⭐ 290

An implementation of PSPNet in tensorflow, see tutorial at:

[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels

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