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650 search results found

Mvision ⭐ 5,784

机器人视觉移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习无人驾驶

Yolact ⭐ 4,432

A simple, fully convolutional model for real-time instance segmentation.

Nnunet ⭐ 3,693

Semantic Segmentation Suite ⭐ 2,311

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

Coco Annotator ⭐ 1,743

✏️ Web-based image segmentation tool for object detection, localization, and keypoints

Universal Data Tool ⭐ 1,612

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Danet ⭐ 1,556

Dual Attention Network for Scene Segmentation (CVPR2019)

3d Pointcloud ⭐ 1,552

Papers and Datasets about Point Cloud.

Tutorials ⭐ 1,155

MONAI Tutorials

Awesome Diarization ⭐ 1,148

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

Yolact_edge ⭐ 1,138

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

Semanticsegmentation_dl ⭐ 983

Resources of semantic segmantation based on Deep Learning model

Discogan Pytorch ⭐ 928

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

Image_segmentation ⭐ 880

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

[IJCV 2022] Bridging Composite and Real: Towards End-to-end Deep Image Matting

Deeplab_v3 ⭐ 797

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

Replica Dataset ⭐ 744

The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .

Cocostuff ⭐ 688

The official homepage of the COCO-Stuff dataset.

Synthtext_chinese_version ⭐ 682

Modify from https://github.com/ankush-me/SynthText.git to generate chinese character

Awesome Dataset Tools ⭐ 646

🔧 A curated list of awesome dataset tools

Pytorch Segmentation Toolbox ⭐ 616

PyTorch Implementations for DeeplabV3 and PSPNet

Keras Fcn ⭐ 606

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）

Motion Cosegmentation ⭐ 577

Reference code for "Motion-supervised Co-Part Segmentation" paper

Brain Segmentation Pytorch ⭐ 554

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

Pytorch Medical Segmentation ⭐ 536

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

Awesome Segmentation Saliency Dataset ⭐ 466

A collection of some datasets for segmentation / saliency detection. Welcome to PR...😄

Awesome Autonomous Vehicle ⭐ 462

无人驾驶的资源列表中文版

Lidar Bonnetal ⭐ 443

Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving

Cam2bev ⭐ 442

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

Really Awesome Semantic Segmentation ⭐ 397

A list of papers on Semantic Segmentation.

Icnet Tensorflow ⭐ 387

TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".

Pixel-wise segmentation on VOC2012 dataset using pytorch.

U Net Brain Tumor ⭐ 351

U-Net Brain Tumor Segmentation

Lvis Api ⭐ 349

Python API for LVIS Dataset

Bdd100k ⭐ 330

Toolkit of BDD100K Dataset for Heterogeneous Multitask Learning - CVPR 2020 Oral Paper

Portrait Segmentation ⭐ 310

Real-time portrait segmentation for mobile devices

Copy Paste Aug ⭐ 306

Copy-paste augmentation for segmentation and detection tasks

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"

Semantic_human_matting ⭐ 276

Semantic Human Matting

See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)

Multi Criteria Cws ⭐ 260

Simple Solution for Multi-Criteria Chinese Word Segmentation

U-Net Biomedical Image Segmentation

Cocostuff10k ⭐ 245

The official homepage of the (outdated) COCO-Stuff 10K dataset.

Kiu Net Pytorch ⭐ 245

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

Partnet_dataset ⭐ 244

PartNet Dataset Official Release Repo

RVOS: End-to-End Recurrent Network for Video Object Segmentation (CVPR 2019)

Tensorflow Enet ⭐ 236

TensorFlow implementation of ENet

Pointclouddatasets ⭐ 233

3D point cloud datasets in HDF5 format, containing uniformly sampled 2048 points per shape.

Pytorch Nested Unet ⭐ 232

PyTorch implementation of UNet++ (Nested U-Net).

Fcn Pytorch ⭐ 222

🚘 Easiest Fully Convolutional Networks

Modanet ⭐ 217

ModaNet: A large-scale street fashion dataset with polygon annotations

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Pointnet ⭐ 211

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

Kaggle_airbus_ship_detection ⭐ 207

Kaggle airbus ship detection challenge 21st solution

Squeezesegv2 ⭐ 205

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

Fusion360gallerydataset ⭐ 196

Data, tools, and documentation of the Fusion 360 Gallery Dataset

Train Crf Rnn ⭐ 194

Train CRF-RNN for Semantic Image Segmentation

Deepgrabcut Pytorch ⭐ 193

Deep GrabCut in PyTorch

Bisenetv2 Tensorflow ⭐ 187

Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"

Deepsegmentor ⭐ 183

A Pytorch implementation of DeepCrack and RoadNet projects.

Polygonization By Frame Field Learning ⭐ 178

This repository contains the code for our fast polygonal building extraction from overhead images pipeline.

Dataset_loaders ⭐ 177

A collection of dataset loaders

Carnd Semantic Segmentation ⭐ 177

Pointcontrast ⭐ 176

Code for paper <PointContrast: Unsupervised Pretraining for 3D Point Cloud Understanding>

Temporalconvolutionalnetworks ⭐ 174

Pytorch Lanenet ⭐ 170

LaneNet implementation in PyTorch

Squeezesegv3 ⭐ 164

D3S - Discriminative Single Shot Segmentation Tracker (CVPR 2020)

Rethinking Text Segmentation ⭐ 164

[CVPR 2021] Rethinking Text Segmentation: A Novel Dataset and A Text-Specific Refinement Approach

Mvtec Anomaly Detection ⭐ 162

This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.

Autofocus Layer ⭐ 159

Autofocus Layer for Semantic Segmentation

Sceneseg ⭐ 158

Codebase for CVPR2020 A Local-to-Global Approach to Multi-modal Movie Scene Segmentation

Cvpytorch ⭐ 157

CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.

Dd Ml Segmentation Benchmark ⭐ 157

DroneDeploy Machine Learning Segmentation Benchmark

Deepcrack ⭐ 157

DeepCrack: A Deep Hierarchical Feature Learning Architecture for Crack Segmentation, Neurocomputing.

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Brain Tumor Segmentation ⭐ 153

Brain Tumor Segmentation done using U-Net Architecture.

Pyramid Attention Networks Pytorch ⭐ 153

Implementation of Pyramid Attention Networks for Semantic Segmentation.

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Multi_object_datasets ⭐ 151

Multi-object image datasets with ground-truth segmentation masks and generative factors.

Toronto 3d ⭐ 150

A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

Hand Segmentation In The Wild ⭐ 150

Cagnet Zero Shot Semantic Segmentation ⭐ 149

Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".

Ext_portrait_segmentation ⭐ 147

Stem Seg ⭐ 144

This repository contains the official implementation of the paper "STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos"

Video_seg ⭐ 143

OSMN: One-Shot Modulation Network for Semi-supervised Video Segmentation

Arabic Ocr ⭐ 142

OCR system for Arabic language that converts images of typed text to machine-encoded text.

Yolo_segmentation ⭐ 138

image (semantic segmentation) instance segmentation by darknet or yolo

Miccai Lits2017 ⭐ 137

liver segmentation using deep learning

Unseenobjectclustering ⭐ 137

Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation

Anomaly Seg ⭐ 136

The Combined Anomalous Object Segmentation (CAOS) Benchmark

Faultseg ⭐ 135

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

Fgsegnet ⭐ 133

FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using Convolutional Neural Networks for Multiscale Feature Encoding

Isic Archive Downloader ⭐ 133

A script to download the ISIC Archive of lesion images

Ochumanapi ⭐ 132

API for the dataset proposed in "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.

Surgery Robot Detection Segmentation ⭐ 130

Object detection and segmentation for a surgery robot using Mask-RCNN on Python 3, Keras, and TensorFlow..

SegAN: Semantic Segmentation with Adversarial Learning

Unsupervised_anomaly_detection_brain_mri ⭐ 123

Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study

Semantic Segmentation Tutorial Pytorch ⭐ 123

A simple PyTorch codebase for semantic segmentation using Cityscapes.

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