Cheat Sheets

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

SiamDW with Bbox, FPS and restarts count to have a robust overview of the tracker

MOT using the Lidar point cloud data

Instructions to install on newer systems

Convolutional Neural Networks

Learn OpenCV : C++ and Python Examples

This version of CppMT is OpenCV 4 compatible.

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

UnrealCV: Connecting Computer Vision to Unreal Engine

An open autonomous driving platform

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

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

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

All Algorithms implemented in Python

A list of synthetic dataset and tools for computer vision

📚 List of awesome university courses for learning Computer Science!

Public facing notes page

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

🤘 awesome-semantic-segmentation

An Open Source Machine Learning Framework for Everyone

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