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1,001 search results found

Tensorflow ⭐ 177,829

An Open Source Machine Learning Framework for Everyone

Opencv ⭐ 71,412

Open Source Computer Vision Library

Openpose ⭐ 27,743

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

Mediapipe ⭐ 23,481

Cross-platform, customizable ML solutions for live and streaming media.

Deepspeech ⭐ 23,017

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.

Paddle ⭐ 20,877

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）

Learnopencv ⭐ 19,272

Learn OpenCV : C++ and Python Examples

Ncnn ⭐ 17,973

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Cntk ⭐ 17,404

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Airsim ⭐ 15,081

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

Dlib ⭐ 12,258

A toolkit for making real world machine learning and data analysis applications in C++

Turicreate ⭐ 11,028

Turi Create simplifies the development of custom machine learning models.

Onnxruntime ⭐ 10,475

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Carla ⭐ 9,681

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

Tensorrt ⭐ 7,860

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.

Jetson Inference ⭐ 6,692

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Paddle Lite ⭐ 6,660

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）

Wav2letter ⭐ 6,285

Facebook AI Research's Automatic Speech Recognition Toolkit

Serving ⭐ 5,950

A flexible, high-performance serving system for machine learning models

Mvision ⭐ 5,784

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

Tiny Dnn ⭐ 5,690

header only, dependency-free deep learning framework in C++14

Oneflow ⭐ 5,332

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

Hyperlpr ⭐ 5,169

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

Realtime_multi Person_pose_estimation ⭐ 5,014

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

Flashlight ⭐ 4,947

A C++ standalone library for machine learning

Openvino ⭐ 4,703

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.

Megengine ⭐ 4,612

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

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 ⭐ 4,536

mlpack: a fast, header-only C++ machine learning library

Plaidml ⭐ 4,533

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 ⭐ 4,113

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Ai Job Notes ⭐ 3,861

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

Cutlass ⭐ 3,343

CUDA Templates for Linear Algebra Subroutines

Onednn ⭐ 3,268

oneAPI Deep Neural Network Library (oneDNN)

Tch Rs ⭐ 3,262

Rust bindings for the C++ api of PyTorch.

Onnx Simplifier ⭐ 3,134

Simplify your onnx model

Singa ⭐ 2,947

a distributed deep learning platform

Tiny Cuda Nn ⭐ 2,857

Lightning fast C++/CUDA neural network framework

Euler ⭐ 2,846

A distributed graph deep learning framework.

A tensorflow implementation of EAST text detector

Onnx Tensorrt ⭐ 2,543

ONNX-TensorRT: TensorRT backend for ONNX

Deepdetect ⭐ 2,484

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Self Driving Car ⭐ 2,479

Udacity Self-Driving Car Engineer Nanodegree projects.

Miles Deep ⭐ 2,451

Deep Learning Porn Video Classifier/Editor with Caffe

An End-To-End, Lightweight and Flexible Platform for Game Research

Deep Learning Chinese Word Segment

Cv_note ⭐ 1,914

记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。https://harleys

Ctranslate2 ⭐ 1,869

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.

Nlper Interview ⭐ 1,746

该仓库主要记录 NLP 算法工程师相关的面试题

Vearch ⭐ 1,737

A distributed system for embedding-based vector retrieval

Darknet_ros ⭐ 1,610

YOLO ROS: Real-Time Object Detection for ROS

Cvprojects ⭐ 1,590

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++）

Vizdoom ⭐ 1,586

Reinforcement Learning environments based on the 1993 game Doom

Tinyflow ⭐ 1,586

Tutorial code on how to build your own Deep Learning System in 2k Lines

Utensor ⭐ 1,569

TinyML AI inference library

Awesome Interview ⭐ 1,562

Collection of awesome interview references.

Edgeml ⭐ 1,462

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

Kuiperinfer ⭐ 1,423

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

Decord ⭐ 1,368

An efficient video loader for deep learning with smart shuffling that's super easy to digest

Torchcraft ⭐ 1,346

Connecting Torch to StarCraft

Deep Image Analogy ⭐ 1,327

The source code of 'Visual Attribute Transfer through Deep Image Analogy'.

Ngraph ⭐ 1,310

nGraph - open source C++ library, compiler and runtime for Deep Learning

Tabnine Vscode ⭐ 1,286

Visual Studio Code client for Tabnine. https://marketplace.visualstudio.com/items?itemNam

Kompute ⭐ 1,266

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.

Pixelannotationtool ⭐ 1,255

Annotate quickly images.

Deepmd Kit ⭐ 1,213

A deep learning package for many-body potential energy representation and molecular dynamics

Ppl.nn ⭐ 1,096

A primitive library for neural network

Pixel Perfect Sfm ⭐ 1,078

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

Captainblackboard ⭐ 1,047

船长关于机器学习、计算机视觉和工程技术的总结和分享

Enzyme ⭐ 1,038

High-performance automatic differentiation of LLVM and MLIR.

Mshadow ⭐ 1,036

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

Frugally Deep ⭐ 989

Header-only library for using Keras (TensorFlow) models in C++.

Pose Tensorflow ⭐ 962

Human Pose estimation with TensorFlow framework

Neuropod ⭐ 916

A uniform interface to run deep learning models from multiple frameworks

Deepbench ⭐ 882

Benchmarking Deep Learning operations on different hardware

A library created to revitalize C++ as a machine learning front end. Per aspera ad astra.

Deeprec ⭐ 878

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 ⭐ 838

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

Serving ⭐ 834

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.

Redtail ⭐ 789

Perception and AI components for autonomous mobile robotics.

Jetson Reinforcement ⭐ 789

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

Autokernel ⭐ 724

AutoKernel 是一个简单易用，低门槛的自动算子优化工具，提高深度学习算法部署效率。

Backscrub ⭐ 693

Virtual Video Device for Background Replacement with Deep Semantic Segmentation

Adlik: Toolkit for Accelerating Deep Learning Inference

Bladedisc ⭐ 673

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

Ensmallen ⭐ 664

A header-only C++ library for numerical optimization --

Replicating Deepmind ⭐ 646

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

Tiny Tensorrt ⭐ 616

Deploy your model with TensorRT quickly. 快速使用TensorRT来部署模型

Tinyexr ⭐ 610

Tiny OpenEXR image loader/saver library

Algorithm_interview_notes Chinese ⭐ 603

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。

Lightctr ⭐ 599

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.

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