Repository Index

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

• mask-rcnn
• tensorflow
• object-detection
• instance-segmentation

Face recognition using Tensorflow

• face-recognition
• tensorflow
• facenet
• deep-learning

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

• tensorlayer
• tensorflow
• super-resolution
• gan

[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.

• captcha-recognition
• tensorflow-tutorials
• ocr
• tensorflow

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

High level network definitions with pre-trained weights in TensorFlow

• tensorflow
• model
• zoo
• deep-learning

in progress

• tensorflow
• cnn
• lstm
• nlp

CNN visualization tool in TensorFlow

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

卷积神经网络实现的验证码识别

• neural-network
• cnn-keras
• tensorflow

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