Repository Index

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

• openpose
• computer-vision
• machine-learning
• cpp

Learn OpenCV : C++ and Python Examples

• computer-vision
• machine-learning
• ai
• deep-learning

CUDA Templates and Python DSLs for High-Performance Linear Algebra

• cuda
• deep-learning
• deep-learning-library
• cpp

Facebook AI Research's Automatic Speech Recognition Toolkit

• wav2letter
• speech-recognition
• end-to-end
• deep-learning

A C++ standalone library for machine learning

• flashlight
• machine-learning
• autograd
• cpp

Optimized primitives for collective multi-GPU communication

• communications
• cpp
• cuda
• deep-learning

Open-source library of optimized deep learning operations (matmul, convolution, attention) for CPUs (x64, AArch64, RISC-V) and Intel GPUs. Used by PyTorch, TensorFlow, OpenVINO, and ONNX Runtime.

• onednn
• oneapi
• performance
• cpp

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

• vulkan
• vulkan-compute
• vulkan-example
• vulkan-tutorial

A lightweight header-only library for using Keras (TensorFlow) models in C++.

• tensorflow
• deep-learning
• keras
• cpp

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

• ros
• ros-kinetic
• ros-packages
• rviz

Prototype of an intelligent safety system for detecting driver drowsiness

• cpp
• cuda
• cudnn
• driver-drowsiness-detector