Computer Vision

Data Augmentation For Object Detection

Self hosted alternative to Google Photos

Base on YOLOv5 Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

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

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

YoloV3 Implemented in Tensorflow 2.0

A clean and concise Python implementation of SIFT (Scale-Invariant Feature Transform)

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.)

Deep Learning toolkit for Computer Vision.

一个拍照做题程序。输入一张包含数学计算题的图片，输出识别出的数学计算式以及计算结果。This is a mathematic expression recognition project.

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

:oncoming_automobile: "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

目标检测&目标追踪&人脸检测&人脸识别

Simple example of using a CSI-Camera (like the Raspberry Pi Version 2 camera) with the NVIDIA Jetson Developer Kit

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

Scaled-YOLOv4: Scaling Cross Stage Partial Network

paper implement

A Face detector for anime/manga using OpenCV

:fire: :fire: :fire: SmartOpenCV是一个OpenCV在Android端的增强库，解决了OpenCV Android SDK在图像预览方面存在的诸多问题，且无需修改OpenCV SDK源码，与OpenCV的SDK解耦

It is a simple python package to play videos in the terminal using characters as pixels

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

Image Signal Processing (ISP) Guide. Learn all about the process of converting an image/video into digital form by performing tasks like noise reduction, filtering, auto exposure, autofocus, HDR correction, and image sharpening with a Specialized type of media processor.

A Pytorch implementation of DeepCrack and RoadNet projects.

PyTorch extensions for fast R&D prototyping and Kaggle farming

try to implement halcon shape based matching, refer to machine vision algorithms and applications, page 317 3.11.5, written by halcon engineers

二维码/条码识别、身份证识别、银行卡识别、车牌识别、图片文字识别、黄图识别、驾驶证（驾照）识别

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

Code for the Lovász-Softmax loss (CVPR 2018)

Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]

🚫 A NERD protest against Trump's Immigration ban

Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy

Real-time Facial Emotion Detection using deep learning

This is a Computer vision package that makes its easy to run Image processing and AI functions. At the core it uses OpenCV and Mediapipe libraries.

基于u-net，cv2以及cnn的中文车牌定位，矫正和端到端识别软件，其中unet和cv2用于车牌定位和矫正，cnn进行车牌识别，unet和cnn都是基于tensorflow的keras实现

Real-Time Object Recognition App with Tensorflow and OpenCV

A super lightweight image processing algorithm for detection and extraction of overlapped handwritten signatures on scanned documents using OpenCV and scikit-image.

Testing adaptation of the DINOv2/3 encoders for vision tasks with Low-Rank Adaptation (LoRA)

Full face stack that runs entirely in the browser. Detection, 576-point 3D mesh, recognition, anti-spoof, smile — all WebAssembly, zero server. Apache 2.0.

Automatically find issues in image datasets and practice data-centric computer vision.

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵

Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.

Precompiled packages for AWS Lambda

Implementation of Quickdraw - an online game developed by Google

👀 MinGW 32bit and 64bit version of OpenCV compiled on Windows. Including OpenCV 3.3.1, 3.4.1, 3.4.1-x64, 3.4.5, 3.4.6, 3.4.7, 3.4.8-x64, 3.4.9, 4.0.0-alpha-x64, 4.0.0-rc-x64, 4.0.1-x64, 4.1.0, 4.1.0-x64, 4.1.1-x64, 4.5.0-with-contrib, 4.5.2-x64

A multi-screen player using Qt + FFmpeg.