Awesome Open Source
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The Top 406 Cnn Open Source Projects

Screenshot To Code ⭐ 13,430
A neural network that transforms a design mock-up into a static website.
Anime4k ⭐ 13,266
A High-Quality Real Time Upscaler for Anime Video
Easyocr ⭐ 12,128
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Libfacedetection ⭐ 10,497
An open source library for face detection in images. The face detection speed can reach 1000FPS.
Pytorch Tutorial ⭐ 6,139
Build your neural network easy and fast, 莫烦Python中文教学
Bosssensor ⭐ 6,059
Hide screen when boss is approaching.
Tensorflow_cookbook ⭐ 5,939
Code for Tensorflow Machine Learning Cookbook
Mvision ⭐ 5,778
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
Deeplearning ⭐ 5,513
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Asrt_speechrecognition ⭐ 4,363
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
Tensorflow Tutorial ⭐ 4,057
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
Tf Pose Estimation ⭐ 3,856
Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
Text Classification Cnn Rnn ⭐ 3,529
CNN-RNN中文文本分类，基于TensorFlow
Ios 10 Sampler ⭐ 3,341
Code examples for new APIs of iOS 10.
Tengine ⭐ 3,117
Tengine is a lite, high performance, modular inference engine for embedded device
Pytorch Sentiment Analysis ⭐ 2,924
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Automatic_speech_recognition ⭐ 2,734
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Srgan ⭐ 2,563
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Cnn_captcha ⭐ 2,128
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。
Tensorflow Tutorials ⭐ 2,075
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
Awesome Speech Recognition Speech Synthesis Papers ⭐ 1,936
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
Tensorflow_template_application ⭐ 1,843
TensorFlow template application for deep learning
Ncrfpp ⭐ 1,719
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.
Reproducible Image Denoising State Of The Art ⭐ 1,630
Collection of popular and reproducible image denoising works.
Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,585
Tools to Design or Visualize Architecture of Neural Network
Hyperlandmark ⭐ 1,518
Deep Learning Based Free Mobile Real-Time Face Landmark Detector. Contact:[email protected]
Mobilenet Yolo ⭐ 1,514
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
Deeplearning_tutorials ⭐ 1,511
The deeplearning algorithms implemented by tensorflow
Deepgaze ⭐ 1,503
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.
Places365 ⭐ 1,497
The Places365-CNNs for Scene Classification
Codesearchnet ⭐ 1,449
Datasets, tools, and benchmarks for representation learning of code.
Awesome Deep Learning Resources ⭐ 1,438
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
Fast Autoaugment ⭐ 1,372
Official Implementation of 'Fast AutoAugment' in PyTorch.
Dltk ⭐ 1,266
Deep Learning Toolkit for Medical Image Analysis
Dl Colab Notebooks ⭐ 1,139
Try out deep learning models online on Google Colab
Nlp_overview ⭐ 1,135
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
One Pixel Attack Keras ⭐ 1,107
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Twitter Sentiment Analysis ⭐ 1,053
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Anime4kcpp ⭐ 1,045
A high performance anime upscaler
Eda_nlp ⭐ 1,025
Data augmentation for NLP, presented at EMNLP 2019
Chineseidcardocr ⭐ 1,024
[Deprecated] 🇨🇳中国二代身份证光学识别
Qanet ⭐ 995
A Tensorflow implementation of QANet for machine reading comprehension
Cnnimageretrieval Pytorch ⭐ 994
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
Flownet2 ⭐ 957
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Dcnv2 ⭐ 957
Deformable Convolutional Networks v2 with Pytorch
Torchio ⭐ 916
Medical image preprocessing and augmentation toolkit for deep learning. Part of the PyTorch Ecosystem.
Tensorflow Tutorial ⭐ 893
Some interesting TensorFlow tutorials for beginners.
Ultra Fast Lane Detection ⭐ 882
Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)
Attention Ocr ⭐ 873
A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.
Ai_sudoku ⭐ 861
GUI based Smart Sudoku Solver that tries to extract a sudoku puzzle from a photo and solve it
Codes For Lane Detection ⭐ 848
Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)
Dlib_face_recognition_from_camera ⭐ 843
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
Sincnet ⭐ 826
SincNet is a neural architecture for efficiently processing raw audio samples.
Quickdraw ⭐ 824
Implementation of Quickdraw - an online game developed by Google
Srgan Tensorflow ⭐ 775
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
Tf_cnnvis ⭐ 773
CNN visualization tool in TensorFlow
Tensorflow Tutorial ⭐ 747
TensorFlow and Deep Learning Tutorials
Self_driving_pi_car ⭐ 746
A deep neural network based self-driving car, that combines Lego Mindstorms NXT with the computational power of a Raspberry Pi 3.
Pytorchinsight ⭐ 745
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
Lstm Char Cnn Tensorflow ⭐ 737
in progress
Prototypical Networks For Few Shot Learning Pytorch ⭐ 719
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
Hand3d ⭐ 714
Network estimating 3D Handpose from single color images
Text Classification ⭐ 702
Implementation of papers for text classification task on DBpedia
Tsai ⭐ 669
Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
Cvnd_exercises ⭐ 666
Exercise notebooks for CVND.
Pytorch Adain ⭐ 624
Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
Video Classification ⭐ 622
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Flashtorch ⭐ 606
Visualization toolkit for neural networks in PyTorch! Demo -->
Cnn For Image Retrieval ⭐ 604
🌅The code of post "Image retrieval using MatconvNet and pre-trained imageNet"
Yolov3 ⭐ 589
Keras implementation of yolo v3 object detection.
Pytorch_classification ⭐ 578
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
Bolt ⭐ 576
Bolt is a deep learning library with high performance and heterogeneous flexibility.
Multi Class Text Classification Cnn Rnn ⭐ 571
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
How To Learn Deep Learning ⭐ 565
A top-down, practical guide to learn AI, Deep learning and Machine Learning.
See ⭐ 552
Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"
Textclassificationbenchmark ⭐ 549
A Benchmark of Text Classification in PyTorch
Cnn Facial Landmark ⭐ 546
Training code for facial landmark detection based on deep convolutional neural network.
Music_recommender ⭐ 532
Music recommender using deep learning with Keras and TensorFlow
Demon ⭐ 520
DeMoN: Depth and Motion Network
Lstm Fcn ⭐ 517
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
Cryptocurrencyprediction ⭐ 515
Predict Cryptocurrency Price with Deep Learning
Awesome Local Global Descriptor ⭐ 514
My personal note about local and global descriptor
Pycnn ⭐ 511
Image Processing with Cellular Neural Networks in Python
Paddlepaddle_code ⭐ 503
用PaddlePaddle和Tensorflow实现常用的深度学习算法
Awesome Deeplearning ⭐ 495
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
Liteflownet ⭐ 491
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
D2 Net ⭐ 490
D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
Regl Cnn ⭐ 489
Digit recognition with Convolutional Neural Networks in WebGL
Ssr Net ⭐ 485
[IJCAI18] SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation
Food Recipe Cnn ⭐ 473
food image to recipe with deep convolutional neural networks.
Sknet ⭐ 472
Code for our CVPR 2019 paper: Selective Kernel Networks; See zhihu：https://zhuanlan.zhihu.com/p/59690223
Pytorch Inpainting With Partial Conv ⭐ 464
Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]
Numpycnn ⭐ 455
Building Convolutional Neural Networks From Scratch using NumPy
Learning Deep Learning ⭐ 450
Paper reading notes on Deep Learning and Machine Learning
Fast Srgan ⭐ 449
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
Multi Class Text Classification Cnn ⭐ 413
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
Neuralnetwork.net ⭐ 410
A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
Deepface ⭐ 409
Deep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow
Deeplogo ⭐ 407
A brand logo detection system using tensorflow object detection API.
Torch Cam ⭐ 403
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
1-100 of 406 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210