1114 Open Source Cnn Software Projects

A neural network that transforms a design mock-up into a static website.

A High-Quality Real Time Upscaler for Anime Video

An open source library for face detection in images. The face detection speed can reach 1000FPS.

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Hide screen when boss is approaching.

Code for Tensorflow Machine Learning Cookbook

Build your neural network easy and fast, 莫烦Python中文教学

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

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Code examples for new APIs of iOS 10.

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

CNN-RNN中文文本分类，基于TensorFlow

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

TensorFlow template application for deep learning

use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码，使用tensorflow实现卷积神经网络，进行验证码识别。

Tengine is a lite, high performance, modular inference engine for embedded device

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

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

Deep Learning Based Free Mobile Real-Time Face Landmark Detector. Contact:[email protected]

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

The deeplearning algorithms implemented by tensorflow

Collection of popular and reproducible image denoising works.

The Places365-CNNs for Scene Classification

Datasets, tools, and benchmarks for representation learning of code.

Deep Learning Toolkit for Medical Image Analysis

Official Implementation of 'Fast AutoAugment' in PyTorch.

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

[Deprecated] 🇨🇳中国二代身份证光学识别

A Tensorflow implementation of QANet for machine reading comprehension

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Some interesting TensorFlow tutorials for beginners.

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

GUI based Smart Sudoku Solver that tries to extract a sudoku puzzle from a photo and solve it

CNN visualization tool in TensorFlow

TensorFlow and Deep Learning Tutorials

Data augmentation for NLP, presented at EMNLP 2019

A deep neural network based self-driving car, that combines Lego Mindstorms NXT with the computational power of a Raspberry Pi 3.

in progress

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

Implementation of Quickdraw - an online game developed by Google

Deformable Convolutional Networks v2 with Pytorch

Try out deep learning models online on Google Colab

Network estimating 3D Handpose from single color images

SincNet is a neural architecture for efficiently processing raw audio samples.

Implementation of papers for text classification task on DBpedia

A high performance anime upscaler

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

:sunrise:The code of post "Image retrieval using MatconvNet and pre-trained imageNet"

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Keras implementation of yolo v3 object detection.

Exercise notebooks for CVND.

Detect and recognize the faces from camera / 调用摄像头进行人脸识别，支持多张人脸同时识别

Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

Music recommender using deep learning with Keras and TensorFlow

A Benchmark of Text Classification in PyTorch

A top-down, practical guide to learn AI, Deep learning and Machine Learning.

Image Processing with Cellular Neural Networks in Python

Digit recognition with Convolutional Neural Networks in WebGL

Visualization toolkit for neural networks in PyTorch! Demo -->

DeMoN: Depth and Motion Network

用PaddlePaddle和Tensorflow实现常用的深度学习算法

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

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

Training code for facial landmark detection based on deep convolutional neural network.

TorchIO: medical imaging for deep learning.

[IJCAI18] SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

food image to recipe with deep convolutional neural networks.

Code for our CVPR 2019 paper: Selective Kernel Networks; See zhihu：https://zhuanlan.zhihu.com/p/59690223

Tools to Design or Visualize Architecture of Neural Network

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

Multi-object trackers in Python

Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)

Deep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow

Predict Cryptocurrency Price with Deep Learning

Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]

Sequence-to-Sequence Framework in PyTorch

Building Convolutional Neural Networks From Scratch using NumPy

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Convolutional Neural Network for Human Activity Recognition in Tensorflow

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

A brand logo detection system using tensorflow object detection API.

A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

My personal note about local and global descriptor

A deep learning-powered visual navigation engine to enables autonomous navigation of pocket-size quadrotor - running on PULP

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

A light-weight, power efficient, and general purpose convolutional neural network