Detecting Objects with colors

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#1

Hi everyone,

I’m new to working with ESP32 cameras and I’m currently working on a project where I need to use an ESP32 camera module to detect signal lights and their colors. I’m wondering what would be the best approach or method to achieve this?

I’ve heard about using FOMO is not very demanding. So would this method be feasible for detecting signal light with colors? Or are there other methods that are more suitable for this task?

I’d greatly appreciate any insights, suggestions, or experiences you could share regarding this. If you have any recommendations for libraries, resources, or approaches to use, that would be extremely helpful.
Thank you!

#2

Hi @Warhawk9135,

FOMO sounds like it would probably be a good model to use for your application. I recommend checking out the following material to learn more about FOMO:

#3

This cropped data might work. All kinds of variations within any particular group.

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