The Top 191 Cnn Model Open Source Projects on Github

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The Top 191 Cnn Model Open Source Projects on Github

Categories > Machine Learning > Cnn Model

Open_model_zoo ⭐ 2,896

Pre-trained Deep Learning models and demos (high quality and extremely fast)

Deep_sort_pytorch ⭐ 1,821

MOT tracking using deepsort and yolov3 with pytorch

Facerank ⭐ 821

FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型（QQ群：167122861）。技术支持：http://tensorflow123.com

Cnn Text Classification Pytorch ⭐ 807

CNNs for Sentence Classification in PyTorch

Captcha Tensorflow ⭐ 724

Image Captcha Solving Using TensorFlow and CNN Model. Accuracy 90%+

Optical Character Recognition in Swift for iOS&macOS. 银行卡、身份证、门牌号光学识别

Cnn Lstm Bilstm Deepcnn Clstm In Pytorch ⭐ 584

In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

Deeptraffic ⭐ 388

Deep Learning models for network traffic classification

Cnn Models ⭐ 348

ImageNet pre-trained models with batch normalization for the Caffe framework

12306 Captcha ⭐ 250

基于深度学习的12306验证码识别

Resnetcam Keras ⭐ 245

Keras implementation of a ResNet-CAM model

Video Classification Cnn And Lstm ⭐ 176

To classify video into various classes using keras library with tensorflow as back-end.

Vincent Ai Artist ⭐ 173

Style transfer using deep convolutional neural nets

Sppnet Pytorch ⭐ 148

A simple Spatial Pyramid Pooling layer which could be added in CNN

Shufflenetv2 Pytorch ⭐ 134

Implementation of ShuffleNetV2 for pytorch

Openpose Darknet ⭐ 132

Openpose implementation using darknet

Keras_transfer_cifar10 ⭐ 116

Object classification with CIFAR-10 using transfer learning

Cnn Yelp Challenge 2016 Sentiment Classification ⭐ 104

IPython Notebook for training a word-level Convolutional Neural Network model for sentiment classification task on Yelp-Challenge-2016 review dataset.

Cat Recognition Train ⭐ 92

Train and deploy a cat vs dog image recognition model using TensorFlow

Tensorflow Demos ⭐ 88

all kinds of demos of tensorflow code

Ecg_heartbeat_classification ⭐ 55

CNN for heartbeat classification

Comparemodels_trecqa ⭐ 55

Compare six baseline deep learning models on TrecQA

Speakerdiarization_rnn_cnn_lstm ⭐ 52

Speaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should state when speaker starts and ends. In this project, we analyze given audio file with 2 channels and 2 speakers (on separate channels).

Photo Organizer ⭐ 46

Lviv Data Science Summer School 2016 project

Pytorch_highway_networks ⭐ 44

Highway Networks implement in pytorch

An Image classifier to identify whether the given image is Batman or Superman using a CNN with high accuracy. (From getting images from google to saving our trained model for reuse.)

Speech_emotion_recognition ⭐ 42

Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.

The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper

Gesture Recognition Cnn ⭐ 31

A CNN model in numpy for gesture recognition

Model Zoo ⭐ 29

Implementations of various Deep Learning models in PyTorch and TensorFlow.

Tensorflow Convolution Models ⭐ 25

Using keras to implement VDCNN model

Skripsitf ⭐ 20

Covid Away ⭐ 15

Repo of paper title 'Avoid touching your face: A hand-to-face 3d motion dataset (covid-away) and trained models for smartwatches'

Pyvggface ⭐ 15

VGG-Face CNN descriptor in PyTorch.

Tf Cnn Casia Hwdb ⭐ 15

A tensorflow implementation of recognition of handwritten Chinese characters.

Music Genre Classification ⭐ 15

Genre Classification using Convolutional Neural Networks

Weapon Detection And Classification ⭐ 14

Weapon Detection & Classification through CCTV surveillance using Deep Learning-CNNs.

Yolo Deepsort Flask ⭐ 14

Target detection and multi target tracking platform based on Yolo DeepSort and Flask.

Image Classification ⭐ 14

Pre-trained VGG-Net Model for image classification using tensorflow

Pytorch Text Classification ⭐ 13

pyTorch-text-classification

Jingjusingingphrasematching ⭐ 13

Code for the paper: Audio to Score Matching by Combining Phonetic and Duration Information

Voicenet.library ⭐ 12

.NET library to easily create Voice Command Control feature.

Rf Signal Model ⭐ 12

CNN models to solve Automatic Modulation Classification problem.

Ddos Deeplearning Approach ⭐ 12

DDoS Deep Learning Approach | DDoS的深度学习识别模型

Health Discernment System ⭐ 11

A menu based multiple chronic disease detection system which will detect if a person is suffering from a severe disease by taking an essential input image.

Cnn_autoencoder ⭐ 11

Use cnn autoencoder on mnist dataset

Open Eye Detector ⭐ 10

A Realtime CPU eye detector to detect if the eyes are open or closed

Cnn_text_classification ⭐ 10

Build a model which automatically classifies an article under Finance, Law, Fashion and Lifestyle, using the data from leading magazines for training the model.

Keras Text Classification ⭐ 10

CNN text classification using keras

CNN to detect Pneumonia using Chest X-Rays

Environmental Sound Classification ⭐ 7

Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.

Emotion Recognition ⭐ 7

Sentiment Pcnn ⭐ 7

Piecewise CNN implementation for sentiment attitudes extraction task

Project Intelligent Car ⭐ 7

Implementing autonomous capabilities with a convolutional neural network (CNN) and machine vision on a modified RC car, using a Raspberry Pi and an Arduino, written in Python and C, and utilising the TensorFlow and OpenCV libraries

Speech_emotion_detection ⭐ 7

Speech_Emotion_detection-CNN,SVM,RF,DT,MLP

Upgrad_ml_ai ⭐ 6

UpGrad Course workout for ML & AI

Depth Map ⭐ 6

It gives a depth map for single image using pre-trained deep learning depth-net model.

Cnn_visibility_metric ⭐ 6

CNN-baded visibility metric which estimate visibile differences between two images.

Challenges2017 ⭐ 6

Repository with models, experiments and approaches for the BraTS 2017 and iSeg segmentation challenges.

Pothole Detection System Using Convolution Neural Networks ⭐ 6

Real-time detection of potholes on roads using video (via Webcam) processed through a CNN model.

Signlanguagedetection ⭐ 6

Machine Learning Based Detection Of ASL(American Sign Language) Gestures

The ChIP-Seq peak calling algorithm using convolution neural networks

Convolutional Neural Network Image_recognition_case_study ⭐ 6

Computer Vision Case Study in image recognition to classify an image to a binary class, based on Convolutional Neural Networks (CNN), with TensorFlow and Keras in Python, to identify from an image whether it is an image of a dog or cat. (Includes: Data, Case Study Paper, Code)

Driver Distraction Detection ⭐ 5

The system uses Convolutional Neural Network for extracting features in the training phase of the warning system.

Jingjusyllabicsegmentaion ⭐ 5

Code for the paper: Score-informed Syllable Segmentation for A Cappella Singing Voice with Convolutional Neural Networks

Charplant ⭐ 5

A de novo prediction tool of chromatin accessible regions for plant genomes

Knowledge Automatic Tagging ⭐ 5

知识点智能标注

Covid_vs_non Covid ⭐ 5

A CNN model to predict if a person has or had COVID through pulmonar x-ray classification.

Covid 19 Detection Through Chest X Ray ⭐ 5

Detecting COVID-19 in X-ray images with Keras, TensorFlow, and Deep Learning

Facial_keypoints_detection ⭐ 5

Facial Keypoints Detection using tensorflow

Brain Tumor Classification Using Cnn ⭐ 4

A CNN model to classify whether the MRI scan has a tumor or not.

Mudrocknet ⭐ 4

MudrockNet is a deep learning SEM image segmentation model for mudrocks to identify pores and silt size grains, and is based on Google’s DeepLab-v3+ architecture implemented with TensorFlow.

Cnn Mnist ⭐ 4

Melanoma Cnn ⭐ 4

A convolutional neural network built with Tensorflow which classifies moles as malignant, benign or indeterminate based on an image

Fashionmnist_image_classification ⭐ 4

This notebook investigates whether multiple CNN models can achieve higher classification accuracy than any individual model.

Coursera_dl ⭐ 4

deep learning specialization course in Coursera, contains nn, CNN, RNN topics.

Private Ai ⭐ 4

Repo for Secure and Private AI by Facebook AI course

Asreview Plugin Model Cnn 17 Layer ⭐ 3

A convolutional neural network model plugin for ASReview

[ICCV 2021] Official Tensorflow Implementation for "Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions"

Cnn Venice Boat ⭐ 3

Convolutional Neural Networks trained to classify different types of boats.

Hand Recognition ⭐ 3

Speaker Identification System Development By Using Deep Learning ⭐ 3

[CNU CSE 졸업프로젝트 by Team. KJN 🔥] 음성 신호를 이용한 신원 확인 어플리케이션

Feature Engineering Using Mnist Dataset ⭐ 3

Deals with Feature engineering and applying various Image Processing Techniques on the MNIST dataset.

Models Pytorch ⭐ 3

This is a torchvision style CNN models collection based on pytorch.

Mtcnn Pytorch ⭐ 3

PyTorch implementation of Multi Task CNN paper for face detection

Fire Risk Analysis ⭐ 3

Machine Learning in Python to assess fire risk in satellite imagery and environmental conditions.

Text Classification Cnn Pytorch ⭐ 3

The aim of this repository is to show a baseline model for text classification through convolutional neural networks in the PyTorch framework. The architecture implemented in this model was inspired by the one proposed in the paper: Convolutional Neural Networks for Sentence Classification.

Facial Expression Recognition Using Deep Learning ⭐ 3

Gtsrb_neural_network ⭐ 3

Dieses Projekt beschäftigt sich mit der Entwicklung eines flachen CNN zur Erkennung von Verkehrsschildern. Das Projekt beinhaltet alle dazu benötigten Programme und Tools.

Numbers Image Classification Mnist ⭐ 3

Short python jupyter script, for training Deep learning model for MNIST Dataset about Numbers classification from images and it's evaluation.

Cnn_models_in_tensorflow ⭐ 2

使用TensorFlow自己搭建一些经典的CNN模型，并使用统一的数据来测试效果。

Celebfaces Attributes Prediction ⭐ 2

This repo contains a PyTorch implementation of a CNN model for multi-label Image classification model deployed on heroku.

Vegetable Classifier ⭐ 2

Classifying the different kinds of vegetables using Convolutional Neural Network(CNN)

Cnn Face Emotion Recognition ⭐ 2

CNN Face Emotion recognition with keras

Real And Fake Face Detection ⭐ 2

In this replository is a small application that uses a CNN to predict real or fake face. Data has been collected from kaggle for training ~1450 images and with an additional ~300 images for validation.

A collection of CNN models are trained on Cloud TPU by using PyTorch/XLA

Deeplearning Cnn Models ⭐ 2

Deep learning representative convolutional neural networks under tensorflow 2 framework, trained on cifar-10 dataset.

Machine Learning ⭐ 2

It includes my work on Machine learning during Coursera Assignment. It includes Linear regression and Logistic regression working model .It also include Neural Network implementation and Backpropagation Algorithm .It also include SVM implementation and also a Spam Classifier using SVM.

Humanbinaryclassificationsuite ⭐ 2

Suite for human/nonhuman binary classification problem using MOG, CNN with VIRAT2.0-based dataset

1-100 of 191 projects

Advertising 📦 9

Application Programming Interfaces 📦 120

Applications 📦 181

Artificial Intelligence 📦 72

Blockchain 📦 70

Build Tools 📦 111

Cloud Computing 📦 79

Code Quality 📦 28

Collaboration 📦 30

Command Line Interface 📦 48

Community 📦 81

Companies 📦 60

Compilers 📦 60

Computer Science 📦 74

Configuration Management 📦 39

Content Management 📦 167

Control Flow 📦 197

Data Formats 📦 77

Data Processing 📦 266

Data Storage 📦 132

Economics 📦 60

Frameworks 📦 198

Graphics 📦 103

Hardware 📦 148

Integrated Development Environments 📦 47

Learning Resources 📦 147

Libraries 📦 119

Lists Of Projects 📦 21

Machine Learning 📦 336

Mapping 📦 61

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 97

Networking 📦 304

Operating Systems 📦 84

Operations 📦 120

Package Managers 📦 52

Programming Languages 📦 229

Runtime Environments 📦 96

Science 📦 42

Security 📦 375

Social Media 📦 26

Software Architecture 📦 70

Software Development 📦 68

Software Performance 📦 57

Software Quality 📦 127

Text Editors 📦 45

Text Processing 📦 131

User Interface 📦 310

User Interface Components 📦 465

Version Control 📦 29

Virtualization 📦 68

Web Browsers 📦 38

Web Servers 📦 25

Web User Interface 📦 194

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