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François Chollet's starred repositories

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Language:PythonNOASSERTION24539 580 2753

WaveFunctionCollapse

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

Language:C#NOASSERTION23197 505 49

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Language:PythonNOASSERTION14164 334 2241

autokeras

AutoML library for deep learning

Language:PythonApache-2.09113 302 901

deep-painterly-harmonization

Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

Language:Cuda6078 174 46

keras-js

Run Keras models in the browser, with GPU support using WebGL

Language:JavaScriptMIT4956 179 115

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

Language:PythonMIT3351 127 54

keras-tuner

A Hyperparameter Tuning Library for Keras

Language:PythonApache-2.02847 64 487

keras-io

Keras documentation, hosted live at keras.io

Language:Jupyter NotebookApache-2.02738 60 607

webdnn

The Fastest DNN Running Framework on Web Browser

Language:TypeScriptNOASSERTION1973 60 388

quiver

Interactive convnet features visualization for Keras

Language:JavaScriptMIT1756 56 61

stable-diffusion-tensorflow

Stable Diffusion in TensorFlow / Keras

Language:PythonNOASSERTION1573 25 49

keras-core

A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.

Language:PythonApache-2.01268 27 172

one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Language:Jupyter NotebookMIT1214 29 26

Image-OutPainting

🏖 Keras Implementation of Painting outside the box

Language:Jupyter Notebook1147 44 15

Coloring-greyscale-images

Coloring black and white images with deep learning.

Language:PythonMIT1029 28 17

keras-cv

Industry-strength Computer Vision workflows with Keras

Language:PythonNOASSERTION999 31 990

devol

Genetic neural architecture search with Keras

Language:PythonMIT948 44 27

PConv-Keras

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

Language:Jupyter NotebookMIT902 28 71

deconvfaces

Generating faces with deconvolution networks

Language:PythonMIT892 36 12

keras-adversarial

Keras Generative Adversarial Networks

Language:PythonMIT866 49 58

recurrentshop

Framework for building complex recurrent neural networks with Keras

Language:PythonMIT767 31 82

keras-nlp

Modular Natural Language Processing workflows with Keras

Language:PythonApache-2.0762 29 652

DDPG-Keras-Torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

Language:Python715 34 67

DenseNet

DenseNet implementation in Keras

Language:PythonMIT706 29 58

dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

Language:PythonGPL-3.0624 49 73

nmt-keras

Neural Machine Translation with Keras

Language:PythonMIT532 26 123

keras-molecules

Autoencoder network for learning a continuous representation of molecular structures.

Language:PythonMIT519 44 52

deep-koalarization

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

Language:PythonMIT412 21 14

futurepast

Deprecation tools for Python

Language:PythonMIT118 5 5