An Open Source Machine Learning Framework for Everyone
Deep Learning for humans
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
A Tensorflow implementation of AnimeGAN for fast photo animation ! This is the Open source of the paper 「AnimeGAN: a novel lightweight GAN for photo animation」, which uses the GAN framwork to transform real-world photos into anime images.
Artificial Intelligence Deep Learning Machine Learning Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
This project is a tool to build CheXNet-like models, written in Keras.
Tensorflow Implementation of DexiNed for Edge Detection WACV'20 (also in PyTorch )
Distributed Deep Learning on AWS Using CloudFormation (CFN), MXNet and TensorFlow
Speech recognition with tensorflow
Implementation of a seq2seq model for Speech Recognition using the latest version of TensorFlow. Architecture similar to Listen, Attend and Spell.
Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'
🏃 Implementation of Using Fast Weights to Attend to the Recent Past.
Change Detection Review
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
A tensorflow implementation of EAST text detector
Deep Learning Book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Har Stacked Residual Bidir Lstms
Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.
Tensorflow implementation for paper CosFace: Large Margin Cosine Loss for Deep Face Recognition
FlowNet3D: Learning Scene Flow in 3D Point Clouds (CVPR 2019)
Model Zoo for Intel® Architecture: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors
Porn images detector with python, tensorflow, scikit-learn and opencv.
Keras# initiated as an effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK
Tensorflow Implementation of the paper "Spectral Normalization for Generative Adversarial Networks" (ICML 2017 workshop)
Neural machine translation between the writings of Shakespeare and modern English using TensorFlow
A multi-channel neural network audio classifier using Keras
A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Image Super Resolution
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
TensorFlow implementation of ENet, trained on the Cityscapes dataset.
Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals
TensorFlow JS models for MIRNet for low-light image enhancement.
Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/
A Deep Learning Amazon Web Service (AWS) AMI that is open, free and works. Run in less than 5 minutes. TensorFlow, Keras, PyTorch, Theano, MXNet, CNTK, Caffe and all dependencies.
Deep-Learning Model Exploration and Development for NLP
Ntm One Shot Tf
One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow