Repository Index

Handwriting Synthesis with RNNs ✏️

• handwriting-synthesis
• handwriting-generation
• recurrent-neural-networks
• tensorflow

TranslatedCompanion code for "21 Projects to Master Deep Learning: A Detailed Practical Guide Based on TensorFlow"

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

• tensorflow
• tensorflow-lite
• openvino
• edgetpu

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

• tensorflow
• machine-learning
• data
• datasets

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.

• photo-animation
• animegan
• hayao-style
• tensorflow

A library for scientific machine learning and physics-informed learning

• neural-network
• deep-learning
• scientific-machine-learning
• pinn

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

• deep-learning
• neural-network
• tensorflow
• machine-learning

A TensorFlow Implementation of the Transformer: Attention Is All You Need

• attention-mechanism
• translation
• attention-is-all-you-need
• implementation

Pre-trained Deep Learning models and demos (high quality and extremely fast)

• models
• caffemodel
• demo
• tensorflow-models

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

• convolutional-neural-networks
• efficient-inference
• imagenet
• model-compression

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

• data-science
• deep-learning
• machine-learning
• python

TranslatedTensorflow tutorial from basic to hard, 莫烦Python (Mo Fan Python, "Morvan Python") Chinese AI teaching

• tensorflow
• tensorflow-tutorials
• gan
• generative-adversarial-network

TranslatedCNN-RNN Chinese text classification, based on TensorFlow

• tensorflow
• cnn
• text-classification
• chinese

TranslatedChinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

• nlu
• benchmark
• chinese
• corpus

Code examples in pyTorch and Tensorflow for CS230

• tensorflow
• pytorch
• computer-vision
• natural-language-processing

Learning to Learn in TensorFlow

• machine-learning
• artificial-intelligence
• neural-networks
• deep-learning

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

Official tensorflow implementation for CVPR2020 paper “Learning to Cartoonize Using White-box Cartoon Representations”

:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)

• speech-synthesis
• text-to-speech
• tensorflow2
• melgan

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

• albert
• bert
• roberta
• xlnet

Deep neural networks for voice conversion (voice style transfer) in Tensorflow

Collection of generative models in Tensorflow

• gan
• vae
• cgan
• infogan

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

• tensorflow
• spark
• yahoo
• machine-learning