Learn about the factors influencing an object detection model’s capability to detect smaller objects within images and how it varies based on model design and data.
Table of Contents
Question
Object detection model cannot detect objects less than __________ .
A. 3% of the image
B. 5% of the image
C. 7% of the image
D. 10% of the image
E. 15% of the image
Answer
B. 5% of the image
Explanation
Object detection is one of the common tasks of Computer Vision. The Object detection model helps identify objects and their boundaries within the image. Unfortunately, there are several limitations to this service:
It can’t detect the small objects (less than 5% of the image).
It can’t detect objects that very close together, like a stack of plates.
It can’t detect brands or product names. You can use Brand detection for this purpose.
All other options are incorrect.
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