About solving a object detection problem

I need to make a object classifier which will categorize different objects on their geometric shape. I am quite new in this platform. How can I crack this project?

One strategy Tom that might be be adapted to your need for shapes:

https://appinventor-mit-edu.ezproxy.canberra.edu.au/explore/resources/ai/personal-image-classifier-part1

This might work too Image Classification without Extension

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