84 Open Source Keras Neural Networks Software Projects
Free and open source keras neural networks code projects including engines, APIs, generators, and tools.
Keras.net 447 ⭐
Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.
Predictive Maintenance Using Lstm 433 ⭐
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Emotion Classification From Audio Files 263 ⭐
Understanding emotions from audio files using neural networks and multiple datasets.
Sign Language Interpreter Using Deep Learning 219 ⭐
A sign language interpreter using live video feed from the camera.
Fotisk07 Deep Learning Coursera 120 ⭐
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
Keras Resnet3D 114 ⭐
Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.
Realtime Digitrecognition 96 ⭐
RealTime DigitRecognition using Convolutional Neural Network(CNN) with keras.
Vae For Image Generation 103 ⭐
Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets
Deepfakecapsulegan 98 ⭐
Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes
Lstm Text Generation 83 ⭐
Tons of fun with text and recurrent neural networks! Let your computer read a book and tell you its own story. 🤣
Very Deep Convnets Raw Waveforms 67 ⭐
Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf
Stock Volatility Google Trends 70 ⭐
Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf
Ani8897 Human Activity Recognition 67 ⭐
Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the user’s pocket. The activities to be classified are: Standing, Sitting, Stairsup, StairsDown, Walking and Cycling.
Realtime Facial Emotion Analyzer 66 ⭐
Human Emotion Analysis using facial expressions in real-time from webcam feed. Based on the dataset from Kaggle's Facial Emotion Recognition Challenge.
Machinelearningsamples Biomedicalentityextraction 48 ⭐
Keras Pytorch Avp Transfer Learning 43 ⭐
We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!
Recurrent Neural Network For Bitcoin Price Prediction 52 ⭐
Recurrent Neural Network (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction
Deep Learning Model Deploy With Django 66 ⭐
Serving a keras model (neural networks) in a website with the python Django-REST framework.
Babble Rnn 34 ⭐
babble-rnn is a research project in the use of machine learning to generate new speech by modelling human speech audio, without any intermediate text or word representations. The idea is to learn to speak through imitation, much like a baby might.
Mi Mvi_2016 24 ⭐
Semestral project for the subject Methods of computational inteligence @ fit.cvut.cz
Nearest Celebrity Face 29 ⭐
Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.
Cartpole Rl Remote 23 ⭐
CartPole game by Reinforcement Learning, a journey from training to inference
Artistic Style Transfer Using Keras Tensorflow 22 ⭐
Art to Image Style Transfer using Keras and Tensorflow.
Concise Ipython Notebooks For Deep Learning 29 ⭐
Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.
Offline Signature Verification 22 ⭐
Implemented two papers for offline signature verification. Both use different deep learning techniques - Convolutional network and Siamese network.
Stone_paper_scissor_defeator_using_opencv_keras 20 ⭐
In this repository i tried to replicate a cool project by a japanese scientist who made a machine which had 100 % accuracy in defeating humans in the game of stone-paper and scissors
Keras4delphi 32 ⭐
Keras4Delphi is a high-level neural networks API, written in Pascal with Python Binding
Handposeestimation 18 ⭐
Keras version of Openpose with optimized model structure and C++ postprocess for acceleration. Trained and tested using CMU handpose dataset.
Artificial Neural Networks Visualizer 16 ⭐
Visualizing Artificial Neural Networks (ANNs) with just One Line of Code
Blendi Py 16 ⭐
A minimal Implementation of VGG16 Deep Learning Model in Python using L-BFGS to perform Image Styling/Blending
Emotionclassification_fer2013 21 ⭐
Emotion classification has always been a very challenging task in Computer Vision. Using the SSD object detection algorithm to extract the face in an image and using the FER 2013 released by Kaggle, this project couples a deep learning based face detector and an emotion classification DNN to classify the six/seven basic human emotions.
Traffic Sign Recognition Basd On Synthesised Training Data 14 ⭐
Using synthetic data in combination with Deep Learning, to determine if a system can be made that will be able to recognise and classify correctly real traffic signs.
Cursods_profdanilo 51 ⭐
Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube
Neural_emotion_intensity_prediction 13 ⭐
The code for our proposed neural models which give state-of-the-art performance for emotion intensity detection in tweets.
Introduction To Deep Learning And Neural Networks 21 ⭐
Coursera - Introduction to Deep Learning and Neural Networks with Keras (Offered By IBM)
Optical Character Recognition Using Cnn Knn Svm Rf 12 ⭐
:metal: Handwriting detection using CNN, KNN, SVM, and Random Forest algorithms.
Digivision 11 ⭐
A deep learning based application which is entitled to help the visually impaired people. The application automatically generates the textual description of what's happening in front of the camera and conveys it to person through audio. It is capable of recognising faces and tell user whether a known person is standing in front of him or not.
Stratified K Fold Cross Validation Image Classification Keras 14 ⭐
This python program demonstrates image classification with stratified k-fold cross validation technique.
Fully Connected Nn 10 ⭐
The fully connected neural network implemented in Numpy, from scratch, in Tensorflow and in Keras. The bonus code: Implementation of many different activation functions, in python, weight inits.
Blind_image_denoising 11 ⭐
Implementing CVPR 2020 paper "ROBUST AND INTERPRETABLE BLIND IMAGE DENOISING VIA BIAS - FREE CONVOLUTIONAL NEURAL NETWORKS"
Predicting Icns 10 ⭐
Results and plots replications for paper in prediction of Intrinsic Connectivity Networks in task versus resting fMRI