Top 1371 keras open source projects

RMDL: Random Multimodel Deep Learning for Classification

U-Net: Convolutional Networks for Biomedical Image Segmentation

Spatial pyramid pooling layers for keras

Vehicle detection using YOLO in Keras runs at 21FPS

Keras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)

Real-time portrait segmentation for mobile devices

How to use TensorLayer

yolov4 42.0% mAP.ppyolo 45.1% mAP.

libfaceid is a research framework for prototyping of face recognition solutions. It seamlessly integrates multiple detection, recognition and liveness models w/ speech synthesis and speech recognition.

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).

Keras Layer implementation of Attention

Implementation of Squeeze and Excitation Networks in Keras

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

Accompanying repository for Let's make a DQN / A3C series.

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

身份证识别OCR

语音识别理论，论文和PPT

🔥 Reproducibly benchmarking Keras and PyTorch models

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Deep face recognition with Keras, Dlib and OpenCV

Convolutional neural networks for artistic style transfer.

Pruning and other network surgery for trained Keras models.

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

unet for image segmentation

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network (ECCV 2018)' paper

A Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

Keras- Multi Label Image Classification

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

Anomaly detection implemented in Keras

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

A Thai word tokenization library using Deep Neural Network

The data is the future of oil, digging the potential value of the data is very meaningful. This library records my road of machine learning study.

深度学习/人工智能/机器学习资料汇总(Deep Learning/Artificial Intelligent/Machine Learning) 持续更新……

A Fast, Extensible Progress Bar for Python and CLI

RAdam implemented in Keras & TensorFlow

A Keras implementation of YOLOv4 (Tensorflow backend)

This repository contains a new generative model of chatbot based on seq2seq modeling.

Keras implementation of class activation mapping

BCDU-Net : Medical Image Segmentation

Winning solution for the Kaggle TGS Salt Identification Challenge.

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

unet_keras use image Semantic segmentation

Collection of Keras models used for classification

Accelerating Deep Learning with Multiprocess Image Augmentation in Keras

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

A Keras implementation of CenterNet with pre-trained model (unofficial)

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

DilatedNet in Keras for image segmentation

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

Deep Voice: Real-time Neural Text-to-Speech

detect stages in video automatically

DEPRECATED: Depth Map Estimation from Monocular Images

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

Snapshot Ensemble in Keras

Image Captioning using InceptionV3 and beam search