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Top 93 chainer open source projects

Einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

✭ 4,022

python deep-learning pytorch tensorflow keras numpy tensor chainer gluon cupy jax

Fcn

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

✭ 211

python deep-learning computer-vision segmentation semantic-segmentation chainer convolutional-networks fcn

Bert Chainer

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

✭ 205

python nlp google transformer natural-language-understanding chainer

Alpha Zero General

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

✭ 2,617

Jupyter Notebook python shell deep-learning pytorch tensorflow keras reinforcement-learning chainer mcts othello gomoku monte-carlo-tree-search gobang alphago tf alphago-zero alpha-zero alphazero self-play

Dynamic routing between capsules

Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017

✭ 202

python cnn chainer nips-2017 capsnet

Nnpulearning

Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10

✭ 181

python mnist chainer cifar10

Imgclsmob

Sandbox for training deep learning networks

Pai

Resource scheduling and cluster management for AI

Deep metric learning

Deep metric learning methods implemented in Chainer

✭ 153

python deep-learning chainer metric-learning

Eend

End-to-End Neural Diarization

✭ 153

python deep-learning machine-learning chainer kaldi end-to-end

Chainer Cifar10

Various CNN models for CIFAR10 with Chainer

✭ 134

python deep-learning convolutional-neural-networks neural-networks resnet chainer densenet cifar10 vgg

Chainer Pix2pix

chainer implementation of pix2pix

✭ 130

python generative-adversarial-network chainer pix2pix

Chainer Pose Proposal Net

Chainer implementation of Pose Proposal Networks

✭ 119

python deep-learning pose-estimation chainer

Chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

✭ 1,463

python deep-learning computer-vision neural-network chainer cupy chainercv

Adversarial text

Code for Adversarial Training Methods for Semi-Supervised Text Classification

✭ 109

python nlp semi-supervised-learning chainer

Kiss

Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"

✭ 108

python deep-learning paper transformer chainer

Comicolorization

This is the implementation of the "Comicolorization: Semi-automatic Manga Colorization"

✭ 99

python deep-learning computer-vision chainer colorization

Wasserstein Gan

Chainer implementation of Wasserstein GAN

✭ 95

python gan chainer dcgan wgan

Chainer Handson

CAUTION: This is not maintained anymore. Visit https://github.com/chainer-community/chainer-colab-notebook/

✭ 84

jupyter-notebook deep-learning neural-network chainer

Onnx Chainer

Add-on package for ONNX format support in Chainer

✭ 83

python deep-learning caffe onnx chainer

Spacenet building detection

Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.

✭ 83

jupyter-notebook deep-learning semantic-segmentation gis chainer satellite-imagery

Seranet

Super Resolution of picture images using deep learning

✭ 79

python deep-learning convolutional-neural-networks super-resolution picture chainer

Chainer Vq Vae

A Chainer implementation of VQ-VAE.

✭ 77

python chainer wavenet

Chainer Pspnet

PSPNet in Chainer

✭ 76

python deep-learning convolutional-neural-networks semantic-segmentation imagenet chainer cityscapes pascal-voc

Chainer Ssd

Implementation of SSD (Single Shot MultiBox Detector) using Chainer

✭ 66

python object-detection chainer

Neuralstyler

Turn Your Videos/photos/Gif into Art

✭ 61

makefile fast style chainer

Cgp Cnn

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

✭ 59

python deep-learning pytorch genetic-algorithm chainer

Wavenet

WaveNet implementation with chainer

✭ 53

python chainer wavenet

Chainer Segnet

SegNet implementation & experiments in Chainer

✭ 42

python deep-learning computer-vision semantic-segmentation chainer

Chainer Trt

Chainer x TensorRT

✭ 32

python cpp deep-learning neural-network chainer

Resnet Multipleframework

ResNet benchmark by Keras(TensorFlow), Keras(MXNet), Chainer, PyTorch using Google Colab

✭ 14

python pytorch tensorflow keras mxnet chainer

Chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

✭ 931

python deep-learning machine-learning reinforcement-learning dqn chainer actor-critic

Chainer Rnn Ner

Named Entity Recognition with RNN, implemented by Chainer

✭ 19

python lstm recurrent-neural-networks chainer

Machine Learning Curriculum

💻 Make machines learn so that you don't have to struggle to program them; The ultimate list

✭ 761

python deep-learning machine-learning pytorch tensorflow reinforcement-learning convolutional-neural-networks caffe guide recurrent-neural-networks course mxnet torch theano chainer curriculum

Deepo

Setup and customize deep learning environment in seconds.

✭ 6,145

python shell deep-learning pytorch tensorflow keras docker-image jupyter caffe mxnet torch theano onnx chainer lasagne caffe2 cntk sonnet dockerfile-generator

Deeplearningmugenknock

でぃーぷらーにんぐを無限にやってディープラーニングでDeepLearningするための実装CheatSheet

✭ 684

jupyter-notebook deep-learning machine-learning pytorch tensorflow keras neural-network deeplearning seq2seq machinelearning vae chainer dcgan wgan wgan-gp

Test Tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

✭ 663

javascript deep-learning machine-learning pytorch tensorflow data-science keras neural-networks caffe hyperparameter-optimization chainer caffe2

Chainer

A flexible framework of neural networks for deep learning

✭ 5,656

python C++Cuda CMake shell powershell deep-learning machine-learning neural-network neural-networks gpu cuda numpy chainer cupy cudnn

Deep Learning Project Template

A best practice for deep learning project template architecture.

✭ 641

python deep-learning pytorch keras pytorch-tutorial chainer

See

Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

✭ 545

python deep-learning computer-vision cnn semi-supervised-learning chainer

Chainer Chemistry

Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry

✭ 462

python deep-learning neural-network chainer chemistry biology

Capsnet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

✭ 423

machine-learning pytorch tensorflow keras deeplearning mxnet mnist chainer lasagne capsnet

Awesome deep learning interpretability

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

✭ 401

matlab deep-learning pytorch tensorflow awesome awesome-list computer-vision nlp keras neural-network torch papers cvpr chainer interpretability

Deeppose

DeepPose implementation in Chainer

✭ 377

python chainer

Espnet

End-to-End Speech Processing Toolkit

✭ 4,533

python shell perl matlab Dockerfile M deep-learning pytorch speech-recognition speech-synthesis machine-translation chainer kaldi end-to-end voice-conversion speech-separation speech-enhancement speech-translation

Cross Domain Detection

Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].

✭ 320

python object-detection domain-adaptation chainer

Gp Gan

Official Chainer implementation of GP-GAN: Towards Realistic High-Resolution Image Blending (ACMMM 2019, oral)

✭ 317

python deep-learning computer-vision artificial-intelligence gan computer-graphics chainer

Chainer Gogh

✭ 303

python chainer

Attention is all you need

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

✭ 303

jupyter-notebook deep-learning neural-network deep-neural-networks google attention-mechanism chainer

Chainer Faster Rcnn

Object Detection with Faster R-CNN in Chainer

✭ 286

python chainer

Portrait matting

Implementation of "Automatic Portrait Segmentation" and "Deep Automatic Portrait Matting" with Chainer.

✭ 267

python semantic-segmentation chainer

captioning chainer

A fast implementation of Neural Image Caption by Chainer

✭ 17

python shell chainer neural-networks rnn image-captioning beam-search

inv rl

Inverse Reinforcement Learning Argorithms

✭ 34

python reinforcement-learning chainer openai-gym inverse-reinforcement-learning

voxelnet chainer

VoxelNet implementation in Chainer

✭ 26

python C++matlab deep-learning chainer kitti-dataset lidar-point-cloud 3d-detection voxelnet

waifu2x-chainer

Chainer implementation of waifu2x

✭ 137

python shell Batchfile caffe chainer waifu2x cupy

chainer-wasserstein-gan

Chainer implementation of the Wesserstein GAN

✭ 20

python chainer gan wgan wasserstein-gan

book-ml

書籍「今すぐ試したい！機械学習・深層学習（ディープラーニング）画像認識プログラミングレシピ」のソースコードを配布するレポジトリです。

deep-INFOMAX

Chainer implementation of deep-INFOMAX

✭ 32

python chainer unsupervised-learning deep-infomax

chainer-DenseNet

Densely Connected Convolutional Network implementation by Chainer

✭ 39

python chainer densenet

chainer-dense-fusion

Chainer implementation of Dense Fusion

✭ 21

python deep-learning chainer inference pose-estimation chainercv

1-60 of 93 chainer projects

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