69 Open Source Keras Models Software Projects
Free and open source keras models code projects including engines, APIs, generators, and tools.
Segmentation_models 3653 ⭐
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Repo 2017 1149 ⭐
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
Predictive Maintenance Using Lstm 433 ⭐
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Video Classification Cnn And Lstm 239 ⭐
To classify video into various classes using keras library with tensorflow as back-end.
Datastories Semeval2017 Task4 191 ⭐
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Keras Rest Server 64 ⭐
A very simple project to create a rest backend for serving a neural network model based on keras
Very Deep Convnets Raw Waveforms 67 ⭐
Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf
Tf Model Deploy Tutorial 52 ⭐
A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.
Prakritidev Deeplearning 49 ⭐
This repository will contain the example detailed codes of Tensorflow and Keras, This repository will be useful for Deep Learning staters who find difficult to understand the example codes
Simclrv1 Keras Tensorflow 93 ⭐
Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)
Sketchback 53 ⭐
Keras implementation of sketch inversion using deep convolution neural networks (synthesising photo-realistic images from pencil sketches)
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!
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.
Deep Learning In R Using Keras And Tensorflow 24 ⭐
Implementing Deep learning in R using Keras and Tensorflow packages for R and implementing a Multi layer perceptron Model on MNIST dataset and doing Digit Recognition
Steppy Toolkit 20 ⭐
Curated set of transformers that make your work with steppy faster and more effective :telescope:
Gestureai 20 ⭐
RNN(Recurrent Nerural network) model which recognize hand-gestures drawing 5 figures.
Open Solution Cdiscount Starter 20 ⭐
Open solution to the Cdiscount’s Image Classification Challenge
Datastories Semeval2017 Task6 20 ⭐
Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".
Ssd Keras_tensorflow 17 ⭐
Re-implementation of SSD(Single Shot MultiBox Detector) in Keras and Tensorflow
Emosense Semeval2019 Task3 Emocontext 22 ⭐
Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations" at SemEval-2019.
Face Clustering 17 ⭐
Code for the paper "Transfer Learning for Facial Attribute Prediction and Clustering" (iSCI 2019)
Keras Aquarium 14 ⭐
a small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.
Facial_emotion_recognition_using_keras 14 ⭐
I have used FER2013 dataset and try to build the Facial emotion recognition using Keras
Tensorflow_model_deployment 20 ⭐
Exporting the Mask RCNN with TF-Serving (REST, GRPC, Notebooks provided)
Keras Attn_aug_cnn 20 ⭐
Extension of the `Attention Augmented Convolutional Networks` paper for 1-D convolution operation.
Neural Machine Translation Using Keras 13 ⭐
This is the sequential Encoder-Decoder implementation of Neural Machine Translation using Keras
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
Unet_multiclass 15 ⭐
UNet for Multiclass Semantic Segmentation, on Keras, based on Segmentation Models' Unet libray
Zindiweekends_spotthemaskchallenge 12 ⭐
Contains code that I had used for participation at Spot the Mask Challenge by #ZindiWeekendz and achieved 9th (Top 6%) position.
Variationalautoencoder 13 ⭐
An IPython notebook explaining the concepts of Variational Autoencoders and building one using Keras to generate new faces.