NO.1 FastText [11786 stars]
FastText : Text representation and classification library (representation & classification) Contributor: Facebook Research
No.2 Deep-photo-styletransfer [9747 stars]
Deep-photo-styletransfer : Source code and data for the paper "Deep Photo Style Transfer" Contributed by: Fujun Luan, Ph.D, Cornell University
No.3 face_recognition [8672 stars]
face_recognition : face recognition API (facial recognition), supports Python programming interface Contributor: Adam Geitgey
No.4 Magenta [8113 stars]
Magenta : Generating music and artwork based on machine intelligence
No.5 Sonnet [5731 stars]
Sonnet : TensorFlow-based neural network library Contributor: Malcolm Reynolds at Deepmind
No.6 deeplearn.js [5462 stars]
deeplearn.js : A web-oriented JavaScript library that provides hardware acceleration capabilities to train neural networks in the browser, or use already trained models. Contributor: Nikhil Thorat at Google Brain
No.7 fast-style-transfer [4843 stars]
fast-style-transfer : Based on TensorFlow, Fast Style Transfer Contributor: Logan Engstrom at MIT
No.8 Pysc2 [3683 stars]
Pysc2: StarCraft II Learning Environment . 贡献者：Timo Ewalds at DeepMind
No.9 AirSim [3861 stars]
AirSim : Open source simulator based on Microsoft (AI & Research) Autonomous Vehicle Virtual Engine Contributor: Shital Shah at Microsoft
No.10 Facets [3371 stars]
Facets : Machine Learning Dataset Visualization Contributor: Google Brain
No.11 Style2Paints [3310 stars]
Style2Paints : Image Intelligence
No.12 Tensor2Tensor [3087 stars]
Tensor2Tensor : Generalized sequence to sequence models Contributor: Ryan Sepassi at Google Brain
No.13 pytorch-CycleGAN-and-pix2pix [2847 stars]
pytorch-CycleGAN-and-pix2pix : Image-to-image, in PyTorch (horse2zebra, edges2cats) Contributors: Jun-Yan Zhu, Ph.D at Berkeley
No.14 Faiss [2629 stars]
Faiss : efficient similarity search & clustering of dense vectors Contributed by Facebook Research
No.15 Fashion-mnist [2780 stars]
Fashion-mnist : MNIST-like fashion product database (MNIST: Mixed National Institute of Standards and Technology database) Contributor: Han Xiao, Research Scientist Zalando Tech
No.16 ParlAI [2578 stars]
ParlAI : A framework for training and evaluating AI models on various publicly available dialogue datasets Contributor: Alexander Miller at Facebook Research
No.17 Fairseq [2571 stars]
Fairseq : A library of Sequence-to-Sequence tools from Facebook AI Research
No.18 Pyro [2387 stars]
Pyro : A general-purpose deep learning programming interface based on Python and Pytorch Contributor: Uber AI Labs
No.19 [2369 stars]
iGAN : Interactive image generation based on GAN (Generative Adversarial Network)
No.20 Deep-image-prior [2188 stars]
Deep-image-prior : Image inpainting based on neural network, unsupervised learning Contributor: Dmitry Ulyanov, Ph.D at Skoltech (Skolkovo, Russia's "Silicon Valley")
No.21 Face_classification [1967 stars]
Face_classification : Real-time face detection and emotion/gender recognition, using fer2013/imdb dataset, based on Keras CNN model and OpenCV.
No.22 Speech-to-Text-WaveNet [1961 stars]
Speech-to-Text-WaveNet : English language recognition, based on DeepMind's WaveNet and Tensorflow. DeepMind: A British artificial intelligence company. Founded in 2010, it was acquired by Google in 2014. WaveNet is a deep neural network for generating raw audio. Contributed by Namju Kim at Kakao Brain
No.23 StarGAN [1954 stars]
StarGAN : Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Contributors: Yunjey Choi , Korea University
No.24 Ml-agents [1658 stars]
Ml-agents : Unified Machine Learning Agents Contributors: Arthur Juliani , Deep Learning at Unity3D
No.25 DeepVideoAnalytics [1494 stars]
DeepVideoAnalytics : Distributed Visual Search and Data Analysis Platform Contributor: Akshay Bhat , Ph.D, Cornell University
No.26 OpenNMT [1490 stars]
OpenNMT : An Open Source Neural Machine Translation System Using the Torch Math Toolkit
No.27 Pix2pixHD [1283 stars]
Pix2pixHD : Synthesize and manipulate 2048x1024 images based on Conditional GAN Contributors: Ming-Yu Liu at AI Research Scientist at Nvidia
No.28 Horovod [1188 stars]
Horovod : A distributed training framework for TensorFlow Contributor: Uber Engineering
No.29 AI-Blocks [899 stars]
AI-Blocks : A powerful graphical machine learning model editor based on Tensorflow and Python.
No.30 deep-voice-conversion [845 stars]
deep-voice-conversion : Deep neural network for voice conversion (voice style conversion) based on Tensorflow Contributors: Dabi Ahn , AI Research at Kakao Brain
Further reading: "The Machine Learning Master"
- Machine Learning (1): Intelligent recognition of pet pedigree based on TensorFlow
- Machine Learning (2): Using OpenCV with Node.js for Intelligent Pet Recognition
- Machine Learning: Machine Learning Projects
- Machine Learning: Machine Learning Algorithms
- Machine Learning: Machine Learning Book List
- Machine Learning: Machine Learning Technology and Intellectual Property Law
- Machine Learning: AI Media Coverage Collection
- Data visualization (3) Programmatic drawing based on Graphviz
For more exciting content, scan the code and follow the official account: RiboseYim's Blog 