Using data queue to read data(abandoned, not support in future Tensorflow version)

If you store you data in traditional hard disk, I suggest you read data through the data format of tfrecord. However, if you store your data in solid state drives , I suggest that you read by FIFO Queue to directly read image by its root.
Firstly, you have to set up a FIFO Queue:

This method could augment images by disturbing the RGB value of a image randomly.

Method

This method augment image by changing image through affine transformation.

Method

This method augment image by disturbing the YUV field of the target image and then transform back to RGB field.