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An Open Source Machine Learning Framework for Everyone
Open Source Computer Vision Library
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Cross-platform, customizable ML solutions for live and streaming media.
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
Learn OpenCV : C++ and Python Examples
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
A toolkit for making real world machine learning and data analysis applications in C++
Turi Create simplifies the development of custom machine learning models.
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Open-source simulator for autonomous driving research.
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
NVIDIA® TensorRT™, an SDK for high-performance deep learning inference, includes a deep learning inference optimizer and runtime that delivers low latency and high throughput for inference applications.
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）
Facebook AI Research's Automatic Speech Recognition Toolkit
A flexible, high-performance serving system for machine learning models
机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶
header only, dependency-free deep learning framework in C++14
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
A C++ standalone library for machine learning
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
mlpack: a fast, header-only C++ machine learning library
PlaidML is a framework for making deep learning work everywhere.
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts
Deep Learning In Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Ai Job Notes
CUDA Templates for Linear Algebra Subroutines
oneAPI Deep Neural Network Library (oneDNN)
Rust bindings for the C++ api of PyTorch.
Simplify your onnx model
a distributed deep learning platform
Tiny Cuda Nn
Lightning fast C++/CUDA neural network framework
A distributed graph deep learning framework.
A tensorflow implementation of EAST text detector
ONNX-TensorRT: TensorRT backend for ONNX
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Self Driving Car
Udacity Self-Driving Car Engineer Nanodegree projects.
Deep Learning Porn Video Classifier/Editor with Caffe
An End-To-End, Lightweight and Flexible Platform for Game Research
Deep Learning Chinese Word Segment
Fast inference engine for Transformer models
🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.
该仓库主要记录 NLP 算法工程师相关的面试题
A distributed system for embedding-based vector retrieval
YOLO ROS: Real-Time Object Detection for ROS
computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++）
Reinforcement Learning environments based on the 1993 game Doom
Tutorial code on how to build your own Deep Learning System in 2k Lines
TinyML AI inference library
Collection of awesome interview references.
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
带你从零实现一个高性能的深度学习推理库，支持Unet、Yolov5、Resnet等模型的推理。Imp a high-performance deep learning inference library step by step
An efficient video loader for deep learning with smart shuffling that's super easy to digest
Connecting Torch to StarCraft
Deep Image Analogy
The source code of 'Visual Attribute Transfer through Deep Image Analogy'.
nGraph - open source C++ library, compiler and runtime for Deep Learning
Visual Studio Code client for Tabnine. https://marketplace.visualstudio.com/items?itemNam
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.
Annotate quickly images.
A deep learning package for many-body potential energy representation and molecular dynamics
A primitive library for neural network
Pixel Perfect Sfm
Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (ICCV 2021, Best Student Paper Award)
Free Offline OCR 离线的中文文本检测+识别SDK
High-performance automatic differentiation of LLVM and MLIR.
Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning
Header-only library for using Keras (TensorFlow) models in C++.
Human Pose estimation with TensorFlow framework
A uniform interface to run deep learning models from multiple frameworks
Benchmarking Deep Learning operations on different hardware
A library created to revitalize C++ as a machine learning front end. Per aspera ad astra.
DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.
AoE (AI on Edge，终端智能，边缘计算) 是一个终端侧AI集成运行时环境 (IRE)，帮助开发者提升效率。
This fork of BVLC/Caffe is dedicated to improving performance of this deep learning framework when running on CPU, in particular Intel® Xeon processors.
HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training
A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）
Bolt is a deep learning library with high performance and heterogeneous flexibility.
Perception and AI components for autonomous mobile robotics.
Deep reinforcement learning GPU libraries for NVIDIA Jetson TX1/TX2 with PyTorch, OpenAI Gym, and Gazebo robotics simulator.
Machine learning framework for both deep learning and traditional algorithms
Virtual Video Device for Background Replacement with Deep Semantic Segmentation
Adlik: Toolkit for Accelerating Deep Learning Inference
BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.
A header-only C++ library for numerical optimization --
Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind
Deploy your model with TensorRT quickly. 快速使用TensorRT来部署模型
Tiny OpenEXR image loader/saver library
2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。
Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.
C Plus Plus Cpp11 (286,573)
C Plus Plus Cpp14 (284,589)
Python Deep Learning (13,092)
C Plus Plus Cmake (8,649)
C Plus Plus Game (8,328)
C Plus Plus Video Game (8,255)
Deep Learning Pytorch (6,767)
Jupyter Notebook Deep Learning (6,566)
Python C Plus Plus (6,246)
C Plus Plus Algorithms (6,012)
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