Tensorflow examples

This is an archive for tensorflow examples collected from web and refactored for the easiness and reproducibility.

Basic Usage: [code]
TFRecords Usage
- Custom image dataset to tfrecords file: [naive] [slim]
- Reading tfrecords file using queue: [naive] [slim]
- Useful tutorials: [page]
Class Activation Map: [Learning Deep Features for Discriminative Localization, CVPR16]
- CAM with pretrained VGG19 and Caltech 101 dataset [code]
- CAM with pretrained VGG19 and custom eye diseases dataset [code]
- (co worked w/ sjchoi86)
Multiple Kernel MMD (Maximum Mean Discrepancy) - Domain Adaptation Network: [code]
Info GAN: [InfoGAN: Interpretable representation learning by information maximizing generative adversarial nets. 2016.] [code]

Tested Environment

If you find missing credits, please let me know.

Name		Name	Last commit message	Last commit date
Latest commit History 29 Commits
README.md		README.md
basic_usage.ipynb		basic_usage.ipynb
cam_vgg.ipynb		cam_vgg.ipynb
cam_vgg_eye.ipynb		cam_vgg_eye.ipynb
convert_to_records_example.ipynb		convert_to_records_example.ipynb
convert_to_records_example_slim.ipynb		convert_to_records_example_slim.ipynb
info_gan.ipynb		info_gan.ipynb
mkmmd_dan.ipynb		mkmmd_dan.ipynb
read_records_example.ipynb		read_records_example.ipynb
read_records_example_slim.ipynb		read_records_example_slim.ipynb
tfrecords_useful_links.ipynb		tfrecords_useful_links.ipynb