CRAFT Paper Reading

snoop2head·2021년 3월 21일
0

Detection Structure

  • Instead of utilizing Word-level bounding box, CRAFT deals it with in character level.
  • Process of Detection are: 1) Localizing individual characters -> 2) Mapping affinity, or closeness, of two adjacent characters-> 3) Post Processing based on region score from (1) and affinity score from (2)

Training Process

  • Character Region Score changes as training epoch progresses.
  • Region Score represents probability of the given pixel is the center of the character
  • Affinity Score represents probability of the space between adjacent characters

Inference(Post Processing)

Experiments results were yielded like the following, according to the trained datasets:

Questions

  • What are pseudo ground truths?
  • What are synthetic ground truths?

References

profile
break, compose, display

1개의 댓글

comment-user-thumbnail
2021년 10월 18일

CRAFT basically deal with in the character level and it minimizes use of the word level bounding box. The finance assignment help platform is well known for their professional writing services. You can grab this service to get academic assistance.

답글 달기