Repository Index

Deep Learning for humans

• deep-learning
• tensorflow
• neural-networks
• machine-learning

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

Open standard for machine learning interoperability

• deep-learning
• deep-neural-networks
• neural-network
• onnx

Face recognition using Tensorflow

• face-recognition
• tensorflow
• facenet
• deep-learning

机器学习相关教程

• machine-learning
• neural-network
• tensorflow
• python

TensorFlow-based neural network library

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

Deep learning library featuring a higher-level API for TensorFlow.

• tflearn
• tensorflow
• neural-network
• deep-learning

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

• tensorlayer
• deep-learning
• tensorflow
• neural-network

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

• tensorflow
• deep-learning
• reinforcement-learning
• neural-networks

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

• tensorflow
• graph
• darknet
• deep-learning

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

• cntk
• visualization
• tensorflow
• model-converter

Deep Reinforcement Learning for Keras.

• keras
• tensorflow
• theano
• reinforcement-learning

Build Graph Nets in Tensorflow

• graph-networks
• graphs
• deep-learning
• neural-networks

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

• keras
• deep-learning
• text-generation
• tensorflow

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

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

Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.

• nvr
• network-video-capture
• network-video-recorder
• tensorflow

A best practice for tensorflow project template architecture.

• tesnorflow
• software-engineering
• oop
• deep-learning

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

• quantum
• machine-learning
• deep-learning
• neural-network

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

• tensorlayer
• tensorflow
• super-resolution
• gan

[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.

• captcha-recognition
• tensorflow-tutorials
• ocr
• tensorflow

TensorFlow (Python API) implementation of Neural Style

• style-transfer
• tensorflow
• convolutional-neural-network
• deep-learning

Graph Neural Networks with Keras and Tensorflow 2.

• graph-neural-networks
• keras
• python
• tensorflow

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

• machine-learning
• natural-language-processing
• tensorflow
• deep-learning

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

• deep-learning
• computer-vision
• speech-recognition
• 3d-convolutional-network