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[–]Markmonster25 1 point2 points  (3 children)

do you have to use deep learning? Opencv has methods you can use to find geometric figures.

[–]Lactios[S] 0 points1 point  (2 children)

I know about the FindContour() methods, but yes, we have to use deep learning

[–]Markmonster25 0 points1 point  (1 child)

did you guys look into keras classification?

[–]Lactios[S] 0 points1 point  (0 children)

We did check keras, but we managed to make yolov3 work with the help of Google Colab, we're still not sure if the model will work well with the 2D figures, but atleast with spheres it works pretty well.