Repository Index

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

• tensorlayer
• tensorflow
• super-resolution
• gan

use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码，使用tensorflow实现卷积神经网络，进行验证码识别。

• python
• cnn
• tensorflow

in progress

• tensorflow
• cnn
• lstm
• nlp

CNN visualization tool in TensorFlow

• tensorflow
• tensorboard
• convolutional-neural-networks
• cnn

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

• hyperopt
• hyperparameter-optimization
• hyperparameter-tuning
• hyperparameters-optimization

Spatial Transformer Nets in TensorFlow/ TensorLayer

• tensorlayer
• tensorflow
• cnn
• deep-learning