63 Open Source Cnn Model Software Projects
Free and open source cnn model code projects including engines, APIs, generators, and tools.
Facerank 845 ⭐
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 Lstm Bilstm Deepcnn Clstm In Pytorch 835 ⭐
In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM
Cvjena Cnn Models 359 ⭐
ImageNet pre-trained models with batch normalization for the Caffe framework
Video Classification Cnn And Lstm 239 ⭐
To classify video into various classes using keras library with tensorflow as back-end.
Cnn Yelp Challenge 2016 Sentiment Classification 109 ⭐
IPython Notebook for training a word-level Convolutional Neural Network model for sentiment classification task on Yelp-Challenge-2016 review dataset.
Bvs 50 ⭐
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.)
Speakerdiarization_rnn_cnn_lstm 54 ⭐
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).
Df 76 ⭐
The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper
Weapon Detection And Classification 30 ⭐
Weapon Detection & Classification through CCTV surveillance using Deep Learning-CNNs.
Jingjusingingphrasematching 20 ⭐
Code for the paper: Audio to Score Matching by Combining Phonetic and Duration Information
Tf Cnn Casia Hwdb 19 ⭐
A tensorflow implementation of recognition of handwritten Chinese characters.
Manishanker Cnn_text_classification 15 ⭐
Build a model which automatically classifies an article under Finance, Law, Fashion and Lifestyle, using the data from leading magazines for training the model.
Mkosaka1 Speech_emotion_recognition 58 ⭐
Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.
Lol_overlay_assistant_tool 40 ⭐
探索深度学习在英雄联盟游戏落地的可能性 Try to use deep learning techniques to play LOL better:video_game:
Text Classification Cnn Pytorch 31 ⭐
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.
Covid 19 Deep Learning Cnn Model 17 ⭐
Here, I created my own deep learning(CNN) model for early detection of COVID-19 from chest x-ray images. If we were to answer the question that why we need a deep learning model for early detection of COVID-19 from chest x-ray images, we can say the followings, doctors have seen that even if the test kits desined for diagnosis results in negative, the real results are positive for some patients when they review the chest X-ray images. For now the public dataset contains less amount of data which you can see in the dataset2 folder. We get this dataset from open-source https://github.com/ieee8023/covid-chestxray-dataset, but for sure it is not enough to train a proper deep learning model. But just to show that how easy it is to create an AI for the early detection of these kind of viruses. Just keep in mind that this cannot be used for diagnosis without training many more images in high-resolution and professinal medical tests. There you go! Let's work together to fight against COVID-19. As a tool, I used Keras with Tensorflow background, and the model can be improved by addig more convolution and pooling layers, and increasing the number of feature detectors'. Don't forget to upvote. Best Regards.
Covid Away 17 ⭐
Repo of paper title 'Avoid touching your face: A hand-to-face 3d motion dataset (covid-away) and trained models for smartwatches'
Environmental Sound Classification 21 ⭐
Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.
Health Discernment System 14 ⭐
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.
Yolo Deepsort Flask 20 ⭐
Target detection and multi target tracking platform based on Yolo DeepSort and Flask.
Pothole Detection System Using Convolution Neural Networks 13 ⭐
Real-time detection of potholes on roads using video (via Webcam) processed through a CNN model.
Depth Map 13 ⭐
It gives a depth map for single image using pre-trained deep learning depth-net model.
Kpac 29 ⭐
[ICCV 2021] Official Tensorflow Implementation for "Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions"
Convolutional Neural Network Image_recognition_case_study 11 ⭐
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)