Amusi

CVPR 2026 论文和开源项目合集

A curated directory of 4,090 papers and code from CVPR 2026, organized by computer vision topic. Find the latest research on image generation, object detection, 3D scenes, medical imaging, and autonomous driving.

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

A Chinese-language study guide for AI and machine learning job interview preparation, covering math, deep learning, computer vision, NLP, and algorithms through structured Markdown documents.

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

A paper list of lane detection.

ICCV 2025 论文和开源项目合集

ECCV 2024 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2024论文和开源项目

TensorFlow 最佳学习资源大全（含课程、书籍、博客、公开课等内容）

中国提供计算机视觉(CV)算法岗位的公司名单，欢迎大家提交issues进行补充

A curated list of awesome awesomeness about artificial intelligence

PyTorch从入门到精通

国内公司人工智能方向（含机器学习、深度学习、计算机视觉和自然语言处理）岗位的招聘信息（含全职、实习和校招）

AI 算法岗简历模板

CVPR 2019 Paper with Code

YOLO reproduce summary (now based on YOLOv3)

吴恩达《Machine Learning Yearning》的中英文版（更新中）：第1~第22章

使用OpenCV实现人脸关键点检测

每日一题（涉及但不仅限于机器学习、深度学习和计算机视觉等方向）

详尽地介绍关于图像拼接的知识点

刷题笔记：LeetCode和剑指Offer等

CVPR 2021 论文开源项目(paper with code)合集，同时欢迎各位大佬提交issue，分享CVPR 2021开源项目

描述非极大值抑制（Non-Maximum-Suppression，NMS）

Learning C++ from zero to one

开源的标注工具大全（含2D图像/视频/3D点云等）

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

记录精读的paper日记

【CVer出品】旨在盘点最全面的计算机视觉方向

零基础入门学Python

A CUDA implementation of SIFT

Amusi 笔记

A practical approach to learning machine learning.

AI实战-practicalAI 中文版

给国人的机器学习&深度学习网站资源汇总（Machine Learning Resources）

cvpr2019／cvpr2018/cvpr2019 papers，极市团队整理

:metal: awesome-semantic-segmentation

AI方向资料汇总，涵盖机器学习，深度学习，计算机视觉等方向

参考pyimagesearch上的教程，使用Python和OpenCV实现计算机视觉编程项目

《统计学习方法》的代码实现

🐼 准备秋招，欢迎来树上取果实

深度学习的笔记

A curated list of awesome computer vision resources

Learning OpenCV(C++/Python)

This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.

The program is about image's sticthing

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,.....

A curated list of awesome C/C++ frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

A curated list of awesome Machine Learning frameworks, libraries and software.

A curated list of deep learning resources for computer vision

A curated list of resources dedicated to scene text localization and recognition

Learn OpenCV : C++ and Python Examples

libjpeg-turbo的简单实例（如打开图像、保存图像等）

TensorFlow Tutorials with YouTube Videos

The Open Source Framework for Machine Vision

Assignmends done for Udacity's Deep Learning MOOC with Vincent Vanhoucke

No description.

Wear a christmas hat

Tensorflow的基础教程

Repository for OpenCV's extra modules

No description.

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

A curated list of awesome Python frameworks, libraries, software and resources

《Machine Learning in action》Note and Code in Python3.x

Meachine-Learning-in-Action-Code-and-Note-Python3.x

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery

从理论到实践来学习SLAM

Plain python implementations of basic machine learning algorithms

关于Python的面试题

the homepage of Amusi

Machine-Learning-with-Python follow sentdex

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

Essential Cheat Sheets for deep learning and machine learning researchers

Code repository for Deep Learning with Keras published by Packt

TensorFlow 实战Google深度学习框架

Tensorflow based training and classification scripts for text, images, etc

mirror of git://source.ffmpeg.org/ffmpeg.git

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

TensorFlow Basic Tutorial Labs

Simple PyTorch Tutorials Zero to ALL!

Code samples for my book "Neural Networks and Deep Learning"

Natural Language Processing Tasks and References

TensorFlow Tutorial and Examples for Beginners with Latest APIs

Machine Learning for OpenCV: A practical introduction to the world of machine learning using OpenCV and Python

Fast, accurate and easy to run dense optical flow with python wrapper

Simplified implementations of deep learning related works

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

A mindmap summarising Deep Learning concepts.

Minimal examples of data structures and algorithms in Python

Oxford Deep NLP 2017 course

TensorFlow's Visualization Toolkit

This repo contains tutorials on OpenCV-Python library using new cv2 interface

No description.

:chart_with_upwards_trend:Machine Learning code in Python3.x. Some notes about the practices please click here:（personal notes, for reference only）

《OpenCV3编程入门》书本配套源码||《Introduction to OpenCV3 Programming》Book Source Code

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

A toolkit for making real world machine learning and data analysis applications in C++

PyTorch Tutorial for Deep Learning Researchers

The world's simplest facial recognition api for Python and the command line

An implementation of AANAP in CVPR 2015 paper.

A curated list of awesome awesomeness

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

Face recognition using Tensorflow

[CVPR 2017] Video motion segmentation and tracking

this code is for stitching video in VC on opencv

C++ implementation of size carving/dynamic programming algorithm according to "Seam Carving for Content-Aware Image Resizing" by Shai Avidan and Ariel Shamir.

SeamCarving using OpenCV

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

No description.

Open Source Computer Vision Library

The Shogun Machine Learning Toolbox (Source Code)

Ming-Ming Cheng's open source projects

Code for DSAC (Differentiable RANSAC) for Camera Localization, CVPR 17

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

Deep Learning Book Chinese Translation

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

Tensorflow Faster RCNN for Object Detection

0.4 updated. Support cpu test and demo.

Convolutional Neural Networks

简单的Python-Numpy入门教程

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Tensors and Dynamic neural networks in Python with strong GPU acceleration

A TensorFlow implementation of Baidu's DeepSpeech architecture

A fast binary library for face detection and face landmark detection in images. The face detection speed can reach 1500FPS. You can use it free of charge with any purpose.

Magenta: Music and Art Generation with Machine Intelligence

Salient Object Detection: A Benchmark

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

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

unet for image segmentation

Implement the paper "Rectangling Panoramic Images via Warping", SIGGRAPH 2013.

"OpenCV for iOS" book samples

:blush: 个人主页

通过MXNet/Gluon来动手学习深度学习

Python best practices guidebook, written for Humans.

A technical report on convolution arithmetic in the context of deep learning

temporal images

Python code and documents

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

:pencil2: Neural Style Transfer: A Review

TextBoxes++: A Single-Shot Oriented Scene Text Detector

Deep Learning toolkit for Computer Vision

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

Programming Assignments and Lectures for Andrew Ng's "Machine Learning" Coursera course

No description.

Conducts image stitching upon an input video to generate a panorama in 3D

EasyPR-python

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

Real-Time Human Detection Using Contour Cues

openframeworks addon + examples for Google's TensorFlow numerical computation and machine learning library

Neural style in TensorFlow! :art:

TensorFlow CNN for fast style transfer! ⚡🖥🎨🖼

No description.

Image restoration with neural networks but without learning.

Warps an image by a few control points.

Evaluation code for "MatchBench: A System-level Benchmark and Evaluation for Image Matching"

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

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

from deekfakes' faceswap: https://www.reddit.com/user/deepfakes/

No description.

TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer.

Program for testing the KAZE and A-KAZE ports in OpenCV. The idea is to test the OpenCV port to match the performance of the original library.

Super Resolution for images using deep learning.

C++ API for covdet of VLFeat

My master thesis written with LaTex

This repository contains .exe demo

Python programs to practice or demonstrate skills.

scikit-learn: machine learning in Python

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Essential Guide to keep up with AI/ML/CV/UNameIt

R-CNN: Regions with Convolutional Neural Network Features

Fast R-CNN

Tensorflow port of LIFT (ECCV 2016), with training code.

Introduction to Deep Neural Networks with Keras and Tensorflow

High Performance, Easy-to-use, and Scalable Machine Learning Package

统计学习方法

Source Code for the book: Machine Learning in Action published by Manning

visual tracker benchmark results

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

Deep Residual Learning for Image Recognition

Public facing notes page

A computer graphics project that uses local warping to make panoramas rectangular

镜像：https://coding.net/u/scaffrey/p/hosts/git

No description.

The implementation of Adaptive As-Natural-As-Possible Image Stitching

Show Me the Code Python version.

All Algorithms implemented in Python

Python 练习册，每天一个小程序

Mask RCNN in TensorFlow

source codes for Parallax-Tolerant Image Stitching Based on Robust Elastic Warping

MarkDown插入的图像素材

No description.

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

A MXNet implementation of Mask R-CNN

Code release for the ECCV 2016 paper

C++ implementation of the ECCV 2016 paper, Natural Image Stitching with the Global Similarity Prior.

A Study Path for Game Programmer

Public facing deeplift repo

Style guides for Google-originated open-source projects

Google 开源项目风格指南 (中文版)