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309 search results found

Jetson Inference ⭐ 7,038

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Pytracking ⭐ 2,994

Visual tracking library based on PyTorch.

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.

Ml Cvnets ⭐ 1,543

CVNets: A library for training computer vision networks

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

Dlcv_for_beginners ⭐ 1,446

《深度学习与计算机视觉》配套代码

Paddlevit ⭐ 951

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

Image Test Time Augmentation with PyTorch!

Kittiseg ⭐ 852

A Kitti Road Segmentation model implemented in tensorflow.

Pixellib ⭐ 828

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

Segmentanythingin3d ⭐ 713

Segment Anything in 3D with NeRFs (NeurIPS 2023)

High-performance Vision library in Python. Scale your research, not boilerplate.

Cv_paperdaily ⭐ 673

CV 论文笔记

Cam2bev ⭐ 627

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

Cascadepsp ⭐ 622

[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Adaptsegnet ⭐ 586

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

Awesome Ai Awesomeness ⭐ 521

A curated list of awesome awesomeness about artificial intelligence

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

Awesome Autonomous Vehicle ⭐ 462

无人驾驶的资源列表中文版

Multinet ⭐ 449

Real-time Joint Semantic Reasoning for Autonomous Driving

Awesome Panoptic Segmentation ⭐ 430

Panoptic Segmentation Resources List

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

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

Lanedetection_end2end ⭐ 405

End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

Awesome Data Annotation ⭐ 398

A list of tools for annotating data, managing annotations, etc.

Multi Task Learning Pytorch ⭐ 377

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

Fcn Pytorch ⭐ 366

🚘 Easiest Fully Convolutional Networks

Pixel-wise segmentation on VOC2012 dataset using pytorch.

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

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

Advsemiseg ⭐ 307

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight

Label Tool ⭐ 294

Web application for image labeling and segmentation

cuCIM - RAPIDS GPU-accelerated image processing library

Multi Task Transformer ⭐ 269

Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Pyramid Multi-task Transformer for Dense Scene Understanding"

Apc Vision Toolbox ⭐ 258

MIT-Princeton Vision Toolbox for the Amazon Picking Challenge 2016 - RGB-D ConvNet-based object segmentation and 6D object pose estimation.

Awesome Segment Anything Extensions ⭐ 255

Segment-anything related awesome extensions/projects/repos.

Pytorch_tiramisu ⭐ 236

FC-DenseNet in PyTorch for Semantic Segmentation

Tensorflow Enet ⭐ 236

TensorFlow implementation of ENet

Adaptive_affinity_fields ⭐ 224

Adaptive Affinity Fields for Semantic Segmentation

SCOPS: Self-Supervised Co-Part Segmentation (CVPR'19)

Modanet ⭐ 217

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

Iccv2021 Papers With Code Demo ⭐ 212

ICCV 2021 paper with code

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

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

Fastseg ⭐ 209

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

Squeezesegv2 ⭐ 205

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

Geospatial Machine Learning ⭐ 196

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Fast Scnn Pytorch ⭐ 192

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

Footprints ⭐ 192

[CVPR 2020] Estimation of the visible and hidden traversable space from a single color image

Guided Attention Inference Network ⭐ 187

Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.

Cvpr 2023 Papers ⭐ 185

CVPR 2023 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. A star in the development of visual intelligence!

[ECCV'18] 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation

Fcn Semantic Segmentation ⭐ 181

Fully convolutional networks for semantic segmentation

Sota Cv ⭐ 172

A repository of state-of-the-art deep learning methods in computer vision

Bonnetal ⭐ 167

Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn

Diffseg ⭐ 167

DiffSeg is an unsupervised zero-shot segmentation method using attention information from a stable-diffusion model. This repo implements the main DiffSeg algorithm and additionally includes an experimental feature to add semantic labels to the masks based on a generated caption.

Deepresearch ⭐ 166

This repository is the collection of research papers in Deep learning, computer vision and NLP.

Weakly Supervised Panoptic Segmentation ⭐ 152

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

Pytorch_connectomics ⭐ 151

PyTorch Connectomics: segmentation toolbox for EM connectomics

Pixelobjectness ⭐ 150

Generic Foreground Segmentation in Images

Mask Rcnn Tf2 ⭐ 149

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

Autoannotationtool ⭐ 149

A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported

Keraspersonlab ⭐ 147

Keras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)

Seismic Deeplearning ⭐ 146

Deep Learning for Seismic Imaging and Interpretation

Awesome Transformer In Medical Imaging ⭐ 145

[MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

Automated Objects Removal Inpainter ⭐ 142

Automated object remover Inpainter is a project that combines Semantic segmentation and EdgeConnect architectures with minor changes in order to remove specified object/s from list of 20 objects from all the input photos

Swapnet ⭐ 140

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

Videoseg ⭐ 139

[CVPR 2017] Video motion segmentation and tracking

Skindetector ⭐ 133

A Python based skin detection system using OpenCV

Detectron2 ⭐ 130

Detectron2 for Document Layout Analysis

Tensorflow Advanced Segmentation Models ⭐ 125

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

Clothes Virtual Try On ⭐ 123

Virtual Clothing Assistant a custom unique implementation of ViTON, allows user to try different clothings virtually

Cvml_project ⭐ 121

Projects and application using computer vision and machine learning

Openvehiclevision ⭐ 118

An opensource lib. for vehicle vision applications (written by MATLAB), lane marking detection, road segmentation

Adaptationseg ⭐ 116

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017

Pose Interpreter Networks ⭐ 115

Real-time robotic object pose estimation with deep learning

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020) https://arxiv.org/pdf/2011.09766.pdf

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

Resunetplusplus With Crf And Tta ⭐ 106

Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

Fusionseg ⭐ 106

Video Object Segmentation

Dise Domain Invariant Structure Extraction ⭐ 106

Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019

Hand detection software built with OpenCV.

Quicknat_pytorch ⭐ 99

PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty

Changestar ⭐ 96

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002

Region Conv ⭐ 93

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade

Mask Propagation ⭐ 93

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code 🌟. Semi-supervised video object segmentation evaluation.

Optic Nerve Cnn ⭐ 92

Code repository for a paper "Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network"

C++ implementation pool for computer vision R&D projects.

Pcl Ros Cluster Segmentation ⭐ 88

Cluster based segmentation of Point Cloud with PCL lib in ROS

ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation

Open source Python library for building bioimage analysis pipelines

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