farich-pics

Circle detection for FARICH

View the Project on GitHub 82492749123082/farich-pics

FARICH-pics

Build Status Quick run in Colab (old_freezed_0.0.2-ветка)

Rings detection for FARICH

Status: This repository is not supported

Neural network (nn)

We have trained nn to detect rings with this tutorial.

Dataset contains 100x100px boards with one ring on each and uniform noise 1%.

Technical details you can see in the notebook Quick run in Colab (old_freezed_0.0.2-ветка)

Results

Precision and recall vs treshold predictor score: superiority

Some detection examples

Good/perfect examples: good guy good guy good guy good guy

Bad example: bad guy

Most problems from such images but even we cannot detect there rings. Why should nn?

NN for many circles

We also trained nn for many circles (see notebook)

Results

Precision and recall vs treshold predictor score: superiority