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526 search results found

Tensorflow ⭐ 180,196

An Open Source Machine Learning Framework for Everyone

Opencv ⭐ 75,512

Open Source Computer Vision Library

Openpose ⭐ 29,158

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

Mediapipe ⭐ 24,511

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

Learnopencv ⭐ 19,864

Learn OpenCV : C++ and Python Examples

Cntk ⭐ 17,479

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

Dlib ⭐ 12,576

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

Turicreate ⭐ 11,102

Turi Create simplifies the development of custom machine learning models.

Carla ⭐ 10,122

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

Jetson Inference ⭐ 7,038

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

Wav2letter ⭐ 6,326

Facebook AI Research's Automatic Speech Recognition Toolkit

Serving ⭐ 6,045

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 ⭐ 5,763

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

Oneflow ⭐ 5,578

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

Hyperlpr ⭐ 5,572

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

Flashlight ⭐ 5,146

A C++ standalone library for machine learning

Realtime_multi Person_pose_estimation ⭐ 5,058

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

Cutlass ⭐ 4,738

CUDA Templates for Linear Algebra Subroutines

Mlpack ⭐ 4,657

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

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

Plaidml ⭐ 4,533

PlaidML is a framework for making deep learning work everywhere.

Ai Job Notes ⭐ 4,419

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）

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 ⭐ 4,138

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

Tch Rs ⭐ 3,567

Rust bindings for the C++ api of PyTorch.

Flower ⭐ 3,545

Flower: A Friendly Federated Learning Framework

Onednn ⭐ 3,419

oneAPI Deep Neural Network Library (oneDNN)

Onnx Simplifier ⭐ 3,353

Simplify your onnx model

Tiny Cuda Nn ⭐ 3,090

Lightning fast C++/CUDA neural network framework

Singa ⭐ 3,019

a distributed deep learning platform

Euler ⭐ 2,846

A distributed graph deep learning framework.

A tensorflow implementation of EAST text detector

Onnx Tensorrt ⭐ 2,630

ONNX-TensorRT: TensorRT backend for ONNX

Deepdetect ⭐ 2,492

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

Ctranslate2 ⭐ 2,437

Fast inference engine for Transformer models

Cv_note ⭐ 2,244

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

Enabling PyTorch on XLA Devices (e.g. Google TPU)

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

Deep Learning Chinese Word Segment

🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.

Cvprojects ⭐ 1,827

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

Nlper Interview ⭐ 1,746

该仓库主要记录 NLP 算法工程师相关的面试题

Kuiperinfer ⭐ 1,706

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

Darknet_ros ⭐ 1,610

YOLO ROS: Real-Time Object Detection for ROS

Utensor ⭐ 1,607

TinyML AI inference library

Tinyflow ⭐ 1,586

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

Awesome Interview ⭐ 1,562

Collection of awesome interview references.

Edgeml ⭐ 1,547

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

Kompute ⭐ 1,496

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.

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

Deepmd Kit ⭐ 1,303

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

Pixelannotationtool ⭐ 1,255

Annotate quickly images.

Ppl.nn ⭐ 1,161

A primitive library for neural network

Free Offline OCR 离线的中文文本检测+识别SDK

Enzyme ⭐ 1,142

High-performance automatic differentiation of LLVM and MLIR.

Pixel Perfect Sfm ⭐ 1,078

Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (ICCV 2021, Best Student Paper Award)

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

Mshadow ⭐ 1,036

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

Frugally Deep ⭐ 1,017

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

Pose Tensorflow ⭐ 962

Human Pose estimation with TensorFlow framework

Rwkv.cpp ⭐ 956

INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model

Deeprec ⭐ 922

DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.

Neuropod ⭐ 916

A uniform interface to run deep learning models from multiple frameworks

Hugectr ⭐ 896

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

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

Deepbench ⭐ 882

Benchmarking Deep Learning operations on different hardware

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.

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

Tiny Tensorrt ⭐ 739

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

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。

Bladedisc ⭐ 724

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

Backscrub ⭐ 693

Virtual Video Device for Background Replacement with Deep Semantic Segmentation

Adlik: Toolkit for Accelerating Deep Learning Inference

Ensmallen ⭐ 675

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

Tenseal ⭐ 668

A library for doing homomorphic encryption operations on tensors

Deep Learning Wizard ⭐ 664

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

Replicating Deepmind ⭐ 646

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

Model_server ⭐ 618

A scalable inference server for models optimized with OpenVINO™

Tinyengine ⭐ 614

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

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.

Euclidesdb ⭐ 583

A multi-model machine learning feature embedding database

Executorch ⭐ 577

End-to-end solution for enabling on-device AI across mobile and edge devices for PyTorch models

Dreamplace ⭐ 560

Deep learning toolkit-enabled VLSI placement

Ultimatealpr Sdk ⭐ 550

World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and NPUs using deep learning (Tensorflow, Tensorflow lite, TensorRT, OpenVX, OpenVINO). Multi-Charset (Latin, Korean, Chinese) & Multi-OS (Jetson, Android, Raspberry Pi, Linux, Windows) & Multi-Arch (ARM, x86).

Liteflownet ⭐ 543

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

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