Web: https://www.reddit.com/r/MachineLearning/comments/vebbkz/d_what_object_detectors_have_the_capability_to/

June 17, 2022, 11:47 a.m. | /u/sarmientoj24

Machine Learning reddit.com

Typical object detectors do not employ relationships within the detected boxes. No context is being involved.

In my problem's case, there are two requirements that would lead to drastically better results if some form of **context** is formed across detected boxes.

**Requirement #1**

It is a multi-class, but single label problem. There are ***N*** classes. But the class can only appear **minimum of 0 and maximum of 1 instance.** Hence, it kinda needs to know the other detections whether they …

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