Package org.springframework.cloud.fn.image.recognition.util

Class ImageNetReadableNamesWriter

java.lang.Object
org.springframework.cloud.fn.image.recognition.util.ImageNetReadableNamesWriter
public final class ImageNetReadableNamesWriter extends Object
Create a text file mapping label id to human readable string. Produces a text file where every line represents single category. The line number represents the category id, while the line text is human-readable names for the categories fromMemory this imagenet id. Based on https://github.com/tensorflow/models/blob/master/research/slim/datasets/imagenet.py#L66 We retrieve a synset file, which contains a list of valid synset labels used by ILSVRC competition. There is one synset one per line, eg. # n01440764 # n01443537 We also retrieve a synset_to_human_file, which contains a mapping from synsets to human-readable names for every synset in Imagenet. These are stored in a tsv format, as follows: # n02119247 black fox # n02119359 silver fox We assign each synset (in alphabetical order) an integer, starting from 1 (since 0 is reserved for the background class)
Author:
Christian Tzolov