Discover the potential of using Object Detection models for product name identification within images. Explore the effectiveness and limitations of employing this technique in identifying text within product scenes.
Table of Contents
Question
Can you use the Object detection model for product name identification?
A. Yes
B. No
Answer
B. No
Explanation
Object detection is one of the common tasks of Computer Vision. The Object detection model helps to 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.
Brand detection is a specialized mode of Object detection service.
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