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

Field Summary

Fields

Modifier and Type	Field and Description
static String	BASE_URL BASE_URL.
static String	SYNSET_TO_HUMAN_URI SYNSET_TO_HUMAN_URI.
static String	SYNSET_URI SYNSET_URI.

Method Summary

Modifier and Type	Method and Description
static void	main(String[] args)
static org.springframework.core.io.Resource	toResource(String uri)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

BASE_URL

public static final String BASE_URL

BASE_URL.

See Also:

Constant Field Values

SYNSET_URI

public static final String SYNSET_URI

SYNSET_URI.

See Also:

Constant Field Values

SYNSET_TO_HUMAN_URI

public static final String SYNSET_TO_HUMAN_URI

SYNSET_TO_HUMAN_URI.

See Also:

Constant Field Values

Method Detail

main

public static void main(String[] args)

toResource

public static org.springframework.core.io.Resource toResource(String uri)