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Top 31 tensorlayer open source projects

Awesome Tensorlayer

A curated list of dedicated resources and applications

✭ 248

tensorflow computer-vision database keras natural-language-processing reinforcement-learning convolutional-neural-networks generative-adversarial-network segmentation recurrent-neural-networks tensorflow-tutorials autoencoder mnist lstm-neural-networks adversarial-learning tensorlayer

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

✭ 2,641

python tensorflow cnn gan super-resolution vgg16 vgg tensorlayer vgg19 srgan

Variational auto-encoder trained on celebA . All rights reserved.

✭ 160

python tensorflow variational-autoencoder tensorlayer

《深度学习：一起玩转TensorLayer》资源分享、讨论

✭ 137

deep-learning tensorflow tensorlayer

Ganspapercollection

✭ 130

deep-learning pytorch tensorflow keras generative-adversarial-network medical-imaging torch gans theano tensorlayer

A Computation Graph Virtual Machine Based Deep Learning Framework

✭ 94

python deep-learning machine-learning pytorch tensorflow caffe tensorlayer

Super Resolution Videos

Applying SRGAN technique implemented in https://github.com/zsdonghao/SRGAN on videos to super resolve them.

✭ 91

python computer-vision super-resolution tensorlayer

Cyclegan tensorlayer

Re-implement CycleGAN in Tensorlayer

✭ 86

python gan cyclegan tensorlayer

Adaptive Style Transfer

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

✭ 85

python deep-learning tensorflow style-transfer tensorlayer

Imitation Learning Dagger Torcs

A Simple Example for Imitation Learning with Dataset Aggregation (DAGGER) on Torcs Env

✭ 60

python tensorflow tensorflow-tutorials dagger imitation-learning tensorlayer

HyperPose: A Collection of Real-time Human Pose Estimation

✭ 961

python tensorflow computer-vision neural-networks pose-estimation mobilenet tensorlayer

Tensorrider self driving car

基于BP神经网络的自动驾驶模型车。包含收集数据、控制模型生成与在线/离线自动运行所需的程序。

✭ 17

jupyter-notebook raspberry-pi self-driving-car tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

✭ 6,796

python deep-learning tensorflow neural-network artificial-intelligence reinforcement-learning object-detection google gan chatbot imagenet tensorflow-tutorials dqn a3c tensorlayer tensorflow-tutorial

Seq2seq Chatbot

Chatbot in 200 lines of code using TensorLayer

✭ 777

python tensorflow nlp bot chat chatbot lstm rnn corpus tensorlayer

Tensorflow Tutorial

TensorFlow and Deep Learning Tutorials

✭ 748

deep-learning machine-learning tensorflow nlp keras neural-network reinforcement-learning convolutional-neural-networks neural-networks cnn deep-reinforcement-learning recurrent-neural-networks notebook tensorflow-tutorials autoencoder deep-learning-tutorial neural-machine-translation tensorlayer

Insight Face on TensorFlow

✭ 658

python tensorflow tensorlayer

Generative Adversarial Text to Image Synthesis / Please Star -->

✭ 498

python tensorflow gan tensorlayer

Deep Learning Book

《Deep Learning》《深度学习》 by Ian Goodfellow, Yoshua Bengio and Aaron Courville

✭ 492

deep-learning machine-learning tensorflow gan tensorlayer

U Net Brain Tumor

U-Net Brain Tumor Segmentation

✭ 399

python tensorflow medical-imaging unet tensorlayer

Tensorlayer Tricks

How to use TensorLayer

✭ 357

deep-learning machine-learning tensorflow computer-vision nlp data-science keras neural-network natural-language-processing reinforcement-learning neural-networks tensorflow-tutorials tensorflow-models tensorboard tensorlayer tensorflow-experiments lasagne

Tensorlayer Chinese

TensorLayer 中文文档

✭ 353

deep-learning tensorflow neural-network tensorlayer

A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀

✭ 342

python deep-learning tensorflow reinforcement-learning deep-reinforcement-learning tensorlayer

商用级垃圾文本分类器

✭ 331

python tensorlayer

The Simplest DCGAN Implementation

✭ 286

python tensorflow gan generative-adversarial-network dcgan tensorlayer

Spatial-Transformer-Nets

Spatial Transformer Nets in TensorFlow/ TensorLayer

✭ 38

python deep-learning tensorflow cnn tensorflow-tutorials tensorlayer spatial-transformer-network

wideresnet-tensorlayer

Wide Residual Networks implemented in TensorLayer and TensorFlow.

✭ 44

python tensorflow resnet cifar tensorlayer residual-networks

U-Net: Convolutional Networks for Image Segmentation by TensorFlow

✭ 19

python tensorflow image-segmentation tensorlayer

I2T2I: Text-to-Image Synthesis with textual data augmentation

✭ 29

python tensorflow image-to-text tensorlayer text-to-image

deep learning practice

✭ 32

python deep-learning tensorflow keras pytorch tensorlayer

pretrained-models

No description or website provided.

✭ 76

tensorflow vgg tensorlayer

A docker-based starter kit for machine learning via jupyter notebooks. Designed for those who just want a runtime environment and get on with machine learning. Docker tags:

✭ 29

Dockerfile python shell Jupyter Notebook docker data-science machine-learning deep-learning jupyter notebook tensorflow docker-image scikit-learn jupyter-notebook pytorch starter-kit gpu-computing tensorlayer gpu-ready

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