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The Top 394 Cnn Open Source Projects
Categories
>
Machine Learning
>
Cnn
Screenshot To Code
⭐
13,271
A neural network that transforms a design mock-up into a static website.
Anime4k
⭐
12,971
A High-Quality Real Time Upscaler for Anime Video
Easyocr
⭐
11,236
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Libfacedetection
⭐
10,253
An open source library for face detection in images. The face detection speed can reach 1000FPS.
Bosssensor
⭐
6,017
Hide screen when boss is approaching.
Pytorch Tutorial
⭐
5,893
Build your neural network easy and fast, 莫烦Python中文教学
Tensorflow_cookbook
⭐
5,886
Code for Tensorflow Machine Learning Cookbook
Mvision
⭐
5,522
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
⭐
4,980
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Asrt_speechrecognition
⭐
4,056
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
⭐
3,995
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
⭐
3,422
CNN-RNN中文文本分类,基于TensorFlow
Ios 10 Sampler
⭐
3,341
Code examples for new APIs of iOS 10.
Automatic_speech_recognition
⭐
2,722
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Pytorch Sentiment Analysis
⭐
2,690
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Tengine
⭐
2,624
Tengine is a lite, high performance, modular inference engine for embedded device
Srgan
⭐
2,495
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Tensorflow Tutorials
⭐
2,069
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
Cnn_captcha
⭐
2,010
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_template_application
⭐
1,837
TensorFlow template application for deep learning
Awesome Speech Recognition Speech Synthesis Papers
⭐
1,821
Speech synthesis, voice conversion, self-supervised learning, music generation,Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling
Ncrfpp
⭐
1,689
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
⭐
1,526
Collection of popular and reproducible image denoising works.
Hyperlandmark
⭐
1,509
Deep Learning Based Free Mobile Real-Time Face Landmark Detector. Contact:
[email protected]
Deepgaze
⭐
1,475
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.
Mobilenet Yolo
⭐
1,474
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
Deeplearning_tutorials
⭐
1,455
The deeplearning algorithms implemented by tensorflow
Places365
⭐
1,444
The Places365-CNNs for Scene Classification
Awesome Deep Learning Resources
⭐
1,419
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
Codesearchnet
⭐
1,391
Datasets, tools, and benchmarks for representation learning of code.
Fast Autoaugment
⭐
1,324
Official Implementation of 'Fast AutoAugment' in PyTorch.
Tools To Design Or Visualize Architecture Of Neural Network
⭐
1,288
Tools to Design or Visualize Architecture of Neural Network
Dltk
⭐
1,255
Deep Learning Toolkit for Medical Image Analysis
Nlp_overview
⭐
1,110
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
One Pixel Attack Keras
⭐
1,098
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Chineseidcardocr
⭐
1,019
[Deprecated] 🇨🇳中国二代身份证光学识别
Dl Colab Notebooks
⭐
1,005
Try out deep learning models online on Google Colab
Twitter Sentiment Analysis
⭐
998
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Qanet
⭐
996
A Tensorflow implementation of QANet for machine reading comprehension
Anime4kcpp
⭐
954
A high performance anime upscaler
Cnnimageretrieval Pytorch
⭐
949
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
Flownet2
⭐
945
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Eda_nlp
⭐
936
Data augmentation for NLP, presented at EMNLP 2019
Dcnv2
⭐
895
Deformable Convolutional Networks v2 with Pytorch
Tensorflow Tutorial
⭐
894
Some interesting TensorFlow tutorials for beginners.
Attention Ocr
⭐
853
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
⭐
841
GUI based Smart Sudoku Solver that tries to extract a sudoku puzzle from a photo and solve it
Codes For Lane Detection
⭐
813
Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)
Quickdraw
⭐
810
Implementation of Quickdraw - an online game developed by Google
Sincnet
⭐
784
SincNet is a neural architecture for efficiently processing raw audio samples.
Tf_cnnvis
⭐
768
CNN visualization tool in TensorFlow
Srgan Tensorflow
⭐
762
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
Dlib_face_recognition_from_camera
⭐
757
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
Torchio
⭐
750
Medical image preprocessing and augmentation toolkit for deep learning
Tensorflow Tutorial
⭐
748
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.
Ultra Fast Lane Detection
⭐
743
Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)
Lstm Char Cnn Tensorflow
⭐
739
in progress
Pytorchinsight
⭐
724
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
Hand3d
⭐
693
Network estimating 3D Handpose from single color images
Prototypical Networks For Few Shot Learning Pytorch
⭐
690
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
Text Classification
⭐
686
Implementation of papers for text classification task on DBpedia
Cvnd_exercises
⭐
631
Exercise notebooks for CVND.
Cnn For Image Retrieval
⭐
600
🌅The code of post "Image retrieval using MatconvNet and pre-trained imageNet"
Yolov3
⭐
584
Keras implementation of yolo v3 object detection.
Flashtorch
⭐
577
Visualization toolkit for neural networks in PyTorch! Demo -->
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.
Pytorch Adain
⭐
571
Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
Video Classification
⭐
565
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
How To Learn Deep Learning
⭐
549
A top-down, practical guide to learn AI, Deep learning and Machine Learning.
See
⭐
549
Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"
Textclassificationbenchmark
⭐
538
A Benchmark of Text Classification in PyTorch
Music_recommender
⭐
528
Music recommender using deep learning with Keras and TensorFlow
Cnn Facial Landmark
⭐
525
Training code for facial landmark detection based on deep convolutional neural network.
Pycnn
⭐
510
Image Processing with Cellular Neural Networks in Python
Demon
⭐
507
DeMoN: Depth and Motion Network
Regl Cnn
⭐
491
Digit recognition with Convolutional Neural Networks in WebGL
Paddlepaddle_code
⭐
491
用PaddlePaddle和Tensorflow实现常用的深度学习算法
Lstm Fcn
⭐
490
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
Ssr Net
⭐
482
[IJCAI18] SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation
Liteflownet
⭐
479
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
Awesome Local Global Descriptor
⭐
476
My personal note about local and global descriptor
Cryptocurrencyprediction
⭐
467
Predict Cryptocurrency Price with Deep Learning
D2 Net
⭐
464
D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
Food Recipe Cnn
⭐
458
food image to recipe with deep convolutional neural networks.
Tsai
⭐
449
Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
Pytorch Inpainting With Partial Conv
⭐
447
Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]
Sknet
⭐
446
Code for our CVPR 2019 paper: Selective Kernel Networks; See zhihu:https://zhuanlan.zhihu.com/p/59690223
Numpycnn
⭐
443
Building Convolutional Neural Networks From Scratch using NumPy
Pytorch_classification
⭐
442
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
Fast Srgan
⭐
431
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
Multi Class Text Classification Cnn
⭐
411
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
Deepface
⭐
409
Deep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow
Learning Deep Learning
⭐
402
Paper reading notes on Deep Learning and Machine Learning
Neuralnetwork.net
⭐
396
A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
Deeplogo
⭐
394
A brand logo detection system using tensorflow object detection API.
Nmtpytorch
⭐
392
Sequence-to-Sequence Framework in PyTorch
Human Activity Recognition Using Cnn
⭐
387
Convolutional Neural Network for Human Activity Recognition in Tensorflow
Rmdl
⭐
381
RMDL: Random Multimodel Deep Learning for Classification
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📦 28
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📦 32
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📦 49
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📦 83
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📦 60
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📦 63
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📦 80
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📦 42
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📦 175
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📦 213
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📦 78
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📦 276
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📦 135
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📦 64
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📦 215
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📦 129
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📦 110
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📦 152
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📦 49
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📦 166
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📦 29
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📦 129
Lists Of Projects
📦 22
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📦 64
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📦 15
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📦 55
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📦 239
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📦 98
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📦 315
Operating Systems
📦 89
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📦 121
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📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
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📦 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