Accessing filename from file queue in Tensor Flow

Question

I have a directory of images, and a separate file matching image filenames to labels. So the directory of images has files like \'train/001.jpg\' and the labeling file looks lik

Answer 1

Another suggestion is to save your data in TFRecord format. In this case you would be able to save all images and all labels in the same file. For a big number of files it gives a lot of advantages:

• can store data and labels at the same place
• data is allocated at one place (no need to remember various directories)
• if there are many files (images), opening/closing a file is time consuming. Seeking the location of the file from ssd/hdd also takes time