Dnn Open Source Projects

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

Open standard for machine learning interoperability

My blogs and code for machine learning. http://cnblogs.com/pinard

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, OpenCV Contrib, and OpenVINO.

High Performance Chinese License Plate Recognition Framework.

yolo3+ocr

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

📚 A collection of open and closed source Content Management Systems (CMS) for your perusal.

FAQ-based Question Answering System

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Multi-Task Deep Neural Networks for Natural Language Understanding

Tensorflow implementation of DeepFM for CTR prediction.

The Fastest DNN Running Framework on Web Browser

Open-Source Large Vocabulary Continuous Speech Recognition Engine

FlexFlow Serve: Low-Latency, High-Performance LLM Serving

Opencv4.0 with python (English&中文)， and will keep the update ! 👊

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2

主要是我是日常看过的不错的文章的资源汇总，方便自己也分享给大家。有些我看过的，就会做简单的解读，没看过的，就先罗列一下，然后之后看了把解读更新上；涉及到搜索/推荐/自然语言处理。

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

机器学习原理

Berkeley's Spatial Array Generator

GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.

Keyword spotting on Arm Cortex-M Microcontrollers

darknet text detect and darknet cnn ocr

DNN (formerly DotNetNuke) is the leading open source web content management platform (CMS) in the Microsoft ecosystem.

Perception and AI components for autonomous mobile robotics.

A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.

Deep learning inference nodes for ROS / ROS2 with support for NVIDIA Jetson and TensorRT

You can find the speech algorithms you want here

Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.

Emotion recognition using DNN with tensorflow

The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc

A lightweight C library for artificial neural networks

Neural network-based singing voice synthesis library for research

The Tensor Algebra SuperOptimizer for Deep Learning

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)

基于各种机器学习和深度学习的中文微博情感分析

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...

🌐 YAF.NET - C# ASP.NET Forum

基于OpenCV4.0 C++/Python SDK的案例代码演示程序与效果图像

Awesome Artificial Intelligence Projects

Android Voice Activity Detection (VAD) library. Supports WebRTC VAD GMM, Silero VAD DNN, Yamnet VAD DNN models.

Tutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)

Code for paper "Synthesizing the preferred inputs for neurons in neural networks via deep generator networks"

Antares: an automatic engine for multi-platform kernel generation and optimization. Supporting CPU, CUDA, ROCm, DirectX12, GraphCore, SYCL for CPU/GPU, OpenCL for AMD/NVIDIA, Android CPU/GPU backends.

An Open Source Modular Framework From Face to FACS Based Avatar Animation (Unity3D / Blender)

A curated list of awesome Distributed Deep Learning resources.

A header-only C++ library for deep neural networks

RMDL: Random Multimodel Deep Learning for Classification

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

DeepXplore code release

Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.

CAT is more than a CRF-based ASR toolkit: it provides a complete workflow for data-efficient end-to-end ASR, supporting CTC, CTC-CRF, RNN-T, and language-model training and inference.

NNgen: A Fully-Customizable Hardware Synthesis Compiler for Deep Neural Network

opencv 4.5+ with dnn module for php 7/8

This project contains some deep learning code