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license: gpl
---
# Rock Paper Scissors Object Detection Model

**Created by FRC Team 578**

## Description

This YOLO v10 small model was trained fr educational purposes only.  It is used to illustrate to students how an object detection model works.  It was trained for 10 epochs.

## Training Data

The model trained on 100 images found online.  No augmentation of the images were preformed.

## Metrics

| Class    | Images  | Instances | Box    | R     | mAP50 | mAP50-95 |
| -------- | ------- | --------- | ------ | ------| ----- | -------- |
| all      | 100     | 260       | 0.917  | 0.795 | 0.925 | 0.735    |
| rock     | 69      | 84        | 0.875  | 0.835 | 0.924 | 0.728    |
| paper    | 56      | 65        | 0.899  | 0.815 | 0.909 | 0.721    |
| scissors | 88      | 111       | 0.976  | 0.736 | 0.943 | 0.755    |