Top 1371 keras open source projects

RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

📱 Mobile first web app to monitor PyTorch & TensorFlow model training

Hyperparameter Optimization for TensorFlow, Keras and PyTorch

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation whether the price is going to rise or fall

A repository for the paper "Real-Time Traffic Sign Recognition Based on Efficient CNNs in the Wild"

Spectral Normalization for Keras Dense and Convolution Layers

Time series prediction with Sequential Model and LSTM units

Save keras weight matrices as short animated videos during training

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

CakeChat: Emotional Generative Dialog System

Sarcasm detection on tweets using neural network

Tutorial teaching the basics of Keras and some deep learning concepts

Solving OpenAI Gym problems.

Test Time image Augmentation (TTA) wrapper for Keras model.

Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras

Neural network visualization toolkit for tf.keras

Survelliance system with deep learning based people detection (YOLO)

A Tensorflow Keras implementation (Graph and eager execution) of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

Unofficial implementation of Octave Convolutions (OctConv) in TensorFlow / Keras.

Batch Renormalization algorithm implementation in Keras

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

Face Landmark Detector based on Mobilenet V1

AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO 🌏 We will also release our pretrained models and weights as Medical Imagenet.

Using deep learning to predict the genre of a song.

《python数据分析与挖掘实战》项目实践及拓展

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

CNN for intent classification task in a Chatbot

Speech-to-text based on wav2letter built for transfer learning

A data-driven line extractor for 2D anime, manga and illustration using Keras.

基于深度学习识别12306验证码

keras复现场景文本检测网络CPTN: 《Detecting Text in Natural Image with Connectionist Text Proposal Network》；欢迎试用，关注，并反馈问题...

Implemented the YOLO algorithm for scene text detection in keras-tensorflow (No object detection API used) The code can be tweaked to train for a different object detection task using YOLO.

make ASCII Art by Deep Learning

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Residual networks implementation using Keras-1.0 functional API

💡My Solution to Facial Emotion Recognization in Kaggle competition

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

Fast Object Detector for the Jetson Nano

Context-Dependent Sentiment Analysis in User-Generated Videos

Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset

一些常用的机器学习算法实现

More Than YOLO（v3, v4, v3-tiny, v4-tiny）

Edge : a computing engine base C++/C

Keras implementation of Structural Deep Network Embedding, KDD 2016

brief introduction to Python for neural networks

Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge

copper price(time series) prediction using bpnn and lstm

A project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.

State-of-the-art detector of Boring hats in images and videos.

Using A.I. and computer vision to build a virtual personal fitness trainer. (Most Startup-Viable Hack - HackNYU2018)

Lets you import Tensorflow + Keras from an AWS lambda

My Attempt(s) In The World Of ML/DL....

A repository for recording the machine learning code

NeuralPy: A Keras like deep learning library works on top of PyTorch

Implementation of Simple Recurrent Unit in Keras

DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery