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701 search results found

Deep Learning For Image Processing ⭐ 18,759

deep learning for image processing including classification and object-detection etc.

Imgaug ⭐ 13,682

Image augmentation for machine learning experiments.

Albumentations ⭐ 13,343

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Mit Deep Learning ⭐ 9,897

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Deep Photo Styletransfer ⭐ 9,803

Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

Pytorch Unet ⭐ 7,861

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

Jetson Inference ⭐ 7,038

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

Yolo_tracking ⭐ 5,907

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

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

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Paddlex ⭐ 4,510

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

unet for image segmentation

Awesome Point Cloud Analysis ⭐ 3,695

A list of papers and datasets about point cloud analysis (processing)

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Resnest ⭐ 3,070

ResNeSt: Split-Attention Networks

Awesome Lane Detection ⭐ 2,665

A paper list of lane detection.

Segment Geospatial ⭐ 2,489

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Torch Points3d ⭐ 2,396

Pytorch framework for doing deep learning on point clouds.

Semantic Segmentation Suite ⭐ 2,311

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

Deep Learning For Tracking And Detection ⭐ 2,270

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

Lanenet Lane Detection ⭐ 2,170

Unofficial implemention of lanenet model for real time lane detection

Awesome Gan For Medical Imaging ⭐ 1,919

Awesome GAN for Medical Imaging

Coco Annotator ⭐ 1,743

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

Ailia Models ⭐ 1,708

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Universal Data Tool ⭐ 1,612

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

Transformer Explainability ⭐ 1,596

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

Pointnet2 ⭐ 1,588

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Tf_unet ⭐ 1,582

Generic U-Net Tensorflow implementation for image segmentation

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

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Dlcv_for_beginners ⭐ 1,409

《深度学习与计算机视觉》配套代码

Awesome Diarization ⭐ 1,384

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

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.

Niftynet ⭐ 1,170

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Vocal Remover ⭐ 1,148

Vocal Remover using Deep Neural Networks

Semanticsegmentation_dl ⭐ 983

Resources of semantic segmantation based on Deep Learning model

Miccai Opensourcepapers ⭐ 959

MICCAI 2019-2023 Open Source Papers

Paddlevit ⭐ 951

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

Awesome Diffusion Models In Medical Imaging ⭐ 923

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

Medicalzoopytorch ⭐ 896

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

Ultrasound Nerve Segmentation ⭐ 882

Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras

Image Test Time Augmentation with PyTorch!

alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046

Medsegdiff ⭐ 831

Medical Image Segmentation with Diffusion Model

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

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

Com.unity.perception ⭐ 740

Perception toolkit for sim2real training and validation in Unity

Segmentanythingin3d ⭐ 713

Segment Anything in 3D with NeRFs (NeurIPS 2023)

Awesome Ocr ⭐ 711

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

Mobile Semantic Segmentation ⭐ 677

Real-Time Semantic Segmentation in Mobile device

One Python ⭐ 655

We don't need a lot of libraries. We just need the best ones. | Unofficial recommended first choice.

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

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

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

Adaptsegnet ⭐ 586

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

Tusimple Duc ⭐ 575

Understanding Convolution for Semantic Segmentation

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

Awesome Ai Awesomeness ⭐ 521

A curated list of awesome awesomeness about artificial intelligence

Fishnet ⭐ 511

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

Innereye Deeplearning ⭐ 509

Medical Imaging Deep Learning library to train and deploy 3D segmentation models on Azure Machine Learning

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

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

Monailabel ⭐ 496

MONAI Label is an intelligent open source image labeling and learning tool.

Awesome Carla ⭐ 486

👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

Deeplearninginmedicalimagingandmedicalimageanalysis ⭐ 485

Medical Transformer ⭐ 484

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

Robot Surgery Segmentation ⭐ 475

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

Awesome Segmentation Saliency Dataset ⭐ 470

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

Multinet ⭐ 449

Real-time Joint Semantic Reasoning for Autonomous Driving

Lidar Bonnetal ⭐ 443

Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving

Bcdu Net ⭐ 435

BCDU-Net : Medical Image Segmentation

Supervisely ⭐ 433

Supervisely SDK for Python - convenient way to automate, customize and extend Supervisely Platform for your computer vision task

Awesome Panoptic Segmentation ⭐ 430

Panoptic Segmentation Resources List

Face_segmentation ⭐ 428

Deep face segmentation in extremely hard conditions

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

Awesome Background Subtraction ⭐ 412

A curated list of background subtraction related papers and resources

Lanedetection_end2end ⭐ 405

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

Point Transformer Pytorch ⭐ 402

Implementation of the Point Transformer layer, in Pytorch

Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)

Dl_tutorials_10weeks ⭐ 396

Deep Learning Tutorials for 10 Weeks

Lidar Mos ⭐ 392

(LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS 2021)

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

Fcn Pytorch ⭐ 366

🚘 Easiest Fully Convolutional Networks

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

Unext Pytorch ⭐ 359

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral). Code using Jittor Framework is available.

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

Tensorflowlaboratory ⭐ 331

Research about Tensorflow

Deepcut ⭐ 319

A Thai word tokenization library using Deep Neural Network

Portrait Segmentation ⭐ 310

Real-time portrait segmentation for mobile devices

Awesome Iccv ⭐ 310

ICCV2019最新录用情况

Advsemiseg ⭐ 307

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

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