77 Open Source Computervision Software Projects

Learn OpenCV : C++ and Python Examples

:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

Go package for computer vision using OpenCV 4 and beyond.

:books: The list of vision-based SLAM / Visual Odometry open source, blogs, and papers

A list of resources in different fields of Computer Science (multiple languages)

[Siggraph 2017] BundleFusion: Real-time Globally Consistent 3D Reconstruction using Online Surface Re-integration

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

AI for GNU Image Manipulation Program

This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset or label your dataset using our BMW-LabelTool-Lite and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. NoCode training with YOLOv4 and YOLOV3 has never been so easy.

This is tensorflow implementation for cvpr2017 paper "Deeply Supervised Salient Object Detection with Short Connections"

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

CosmiQ Works Geospatial Machine Learning Analysis Toolkit

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

This is a repository for an object detection inference API using the Tensorflow framework.

Here lies all the exercises I implement and share in my website

Code for the IJCAI 2018 paper "R^3Net: Recurrent Residual Refinement Network for Saliency Detection"

Plant Disease Detector Web Application

Vision framework example for my article. https://medium.com/compileswift/swift-world-whats-new-in-ios-11-vision-456ba4156bad

capsule networks that achieves outstanding performance on the German traffic sign dataset

AdaLAM is a fully handcrafted realtime outlier filter integrating several best practices into a single efficient and effective framework. It detects inliers by searching for significant local affine patterns in image correspondences.

Sample projects for Computer Vision with Raspberry Pi and Movidius Neural Compute Stick

PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!

A tool for running deep learning algorithms for semantic segmentation with satellite imagery

CSGNet: Neural Shape parser for Constructive Solid Geometry

Visual odometry based on Intel® RealSense™ devices

This container is no longer supported, and has been deprecated in favor of: https://github.com/joehoeller/NVIDIA-GPU-Tensor-Core-Accelerator-PyTorch-OpenCV

Tutorials for learning OpenCV in Python from Scratch

Robust Photometric Stereo

Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection

Code of Dense Relational Captioning

A Python package for geometric transformations of images for data augmentation in deep learning

This repo is created using the code of Adrian Rosebrock's tutorial on Multi-label classification.

Car Model classification using Stanford Cars Dataset for Grab AI For Sea challenge on computer vision (https://www.aiforsea.com/computer-vision)

This Script simulates images based on how people with colorblindness would perceive it naturally. You can also vary the degree of colorblindness for simulating. This script can also be used to correct images, making differenciation of certain colors in an image easier for people with colorblindness.

Collection of HAAR and LBP cascades designed to recognize various street signs

COMPUTER VISION IN C++ WITH THE OPENCV LIBRARY using OpenCV 3.

this repo is guide to segmentation using deeplabv3plus as sample

The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.

Code for the CVPR 2020 paper "A Multi-task Mean Teacher for Semi-supervised Shadow Detection"

Code for our IJCAI 2020 paper: "Keep It Real: a Window to Real Reality in Virtual Reality".

The library is MJPEG stream decoder based on libcurl and OpenCV, and written in C/C++.

This is a deep learning tutorial which is summarized to help someone who want to join to deep learning group

COVID-19 is an infectious disease. The current outbreak was officially recognized as a pandemic by the World Health Organization (WHO) on 11 March 2020. X-ray machines are widely available and provide images for diagnosis quickly so chest X-ray images can be very useful in early diagnosis of COVID-19. In this classification project, there are three classes: COVID19, PNEUMONIA, and NORMAL

Alphabot: a screen-less interactive spelling primer powered by computer vision

A simple approche to make SnapChat lense

Detecting and Predicting Forest Cover Change in Pakistani Areas Using Remote Sensing Imagery

A project on making a game like Quick Draw using Machine Learning with Convolutional Neural Network.

A pytorch framework for building neurals networks for visual recognition, encoding, and detection tasks. The goal is to bridge the gap between research and production code, making AI/CV research code re-usable and reproducible

Monk is a low code Deep Learning tool and a unified wrapper for Computer Vision.

A one-stop repository for low-code easily-installable object detection pipelines.

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.

:fire: One of the most comprehensive open-source data annotation platform.

RoboMaster2019 Infantry Vision OpenSource Code of Shenzhen University

Raspberry Pi NCS Object detection，端上CNN实践

PyTorch Implementation of Deformable GAN https://arxiv.org/abs/1801.00055

Running YOLOv5 through web browser using Flask microframework

YOLOv5 with flask framework, in aims to counting vehicles in traffic

Project page of the paper "Distinctive 3D local deep descriptors" accepted in IEEE International Conference on Pattern Recognition 2020.

Code for Blind Image Decomposition (BID) and Blind Image Decomposition network (BIDeN).

This is a virtual picture dragging application. Users may virtually slide photos across the screen. The distance between the index and middle fingers determines the movement. Smaller distances indicate click and motion, whereas bigger distances indicate only hand movement.

This is a python program using YOLO and OpenCV to detect traffic lights. Works in The Netherlands, possibly other countries

Bilinear CNNs in PyTorch

A re-implementation of BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network (ACM MM'18)

The EYELib: A matlab-python library for Single View Metrology and auto-calibration algorithms and methods

Parallel data voice conversion based on pix2pix

A python project that does real-time vehicle detection using a trained car-cascade Model

Virtual backgrounds and more for your webcam

OpenCV OCR (Optical Character Recognition)

OCR with javascript on web

Custom Object detection using YOLOv3 on the cloud. It is trained to detect Fire in a given frame. It can be largely used for Wildfires, fire accidents, etc.

A tensorflow/keras implementation of StyleGAN to generate images of new Pokemon.

Extracts Text out of Images using OpenCV and Pytesseract

ML Research paper summaries, annotated papers and implementation walkthroughs

The repository is dedicated towards the implementation of Computer Vision.

A gaze tracking application that gives you awesome heatmaps!