1114 Open Source Cnn Software Projects
Free and open source cnn code projects including engines, APIs, generators, and tools.
Libfacedetection 10907 ⭐
An open source library for face detection in images. The face detection speed can reach 1000FPS.
Jaidedai Easyocr 13651 ⭐
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Tf Pose Estimation 3606 ⭐
Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
Asrt_speechrecognition 5046 ⭐
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
Automatic_speech_recognition 2744 ⭐
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Tensorlayer Srgan 2658 ⭐
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Bentrevett Pytorch Sentiment Analysis 3272 ⭐
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Cnn_captcha 2301 ⭐
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。
Ncrfpp 1775 ⭐
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.
Awesome Speech Recognition Speech Synthesis Papers 2137 ⭐
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
Hyperlandmark 1532 ⭐
Deep Learning Based Free Mobile Real-Time Face Landmark Detector. Contact:[email protected]
Deepgaze 1561 ⭐
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.
Awesome Deep Learning Resources 1475 ⭐
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
Reproducible Image Denoising State Of The Art 1809 ⭐
Collection of popular and reproducible image denoising works.
Dog Qiuqiu Mobilenet Yolo 1579 ⭐
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:
One Pixel Attack Keras 1129 ⭐
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Nlp_overview 1169 ⭐
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
Twitter Sentiment Analysis 1158 ⭐
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Emedvedev Attention Ocr 886 ⭐
A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.
Cnnimageretrieval Pytorch 1098 ⭐
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
Ai_sudoku 887 ⭐
GUI based Smart Sudoku Solver that tries to extract a sudoku puzzle from a photo and solve it
Self_driving_pi_car 752 ⭐
A deep neural network based self-driving car, that combines Lego Mindstorms NXT with the computational power of a Raspberry Pi 3.
Codes For Lane Detection 905 ⭐
Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)
Srgan Tensorflow 791 ⭐
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
Pytorchinsight 783 ⭐
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
Prototypical Networks For Few Shot Learning Pytorch 757 ⭐
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
Cnn For Image Retrieval 608 ⭐
:sunrise:The code of post "Image retrieval using MatconvNet and pre-trained imageNet"
Multi Class Text Classification Cnn Rnn 576 ⭐
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
Dlib_face_recognition_from_camera 983 ⭐
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
See 560 ⭐
Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"
How To Learn Deep Learning 580 ⭐
A top-down, practical guide to learn AI, Deep learning and Machine Learning.
Video Classification 690 ⭐
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Pytorch Adain 712 ⭐
Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
Liteflownet 504 ⭐
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
Cnn Facial Landmark 580 ⭐
Training code for facial landmark detection based on deep convolutional neural network.
Lstm Fcn 560 ⭐
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
Sknet 492 ⭐
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 2382 ⭐
Tools to Design or Visualize Architecture of Neural Network
Multi Class Text Classification Cnn 423 ⭐
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
Deepface 397 ⭐
Deep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow
Pytorch Inpainting With Partial Conv 490 ⭐
Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]
Human Activity Recognition Using Cnn 410 ⭐
Convolutional Neural Network for Human Activity Recognition in Tensorflow
Neuralnetwork.net 436 ⭐
A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
Pulp Dronet 411 ⭐
A deep learning-powered visual navigation engine to enables autonomous navigation of pocket-size quadrotor - running on PULP
Fast Srgan 484 ⭐
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps