https://github.com/lruizap/rpsai

This project is based on a retraining of the yolov11 model to detect the position of the hands and choose between rock, paper or scissors.
https://github.com/lruizap/rpsai

ia matplotlib opencv pandas pil python torch ultralytics yolov11

Last synced: 3 months ago
JSON representation

This project is based on a retraining of the yolov11 model to detect the position of the hands and choose between rock, paper or scissors.

• Host: GitHub
• URL: https://github.com/lruizap/rpsai
• Owner: lruizap
• Created: 2024-12-06T15:39:27.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-12-06T15:59:08.000Z (over 1 year ago)
• Last Synced: 2025-05-23T04:17:26.085Z (about 1 year ago)
• Topics: ia, matplotlib, opencv, pandas, pil, python, torch, ultralytics, yolov11
• Language: Jupyter Notebook
• Homepage:
• Size: 36 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.dataset.txt

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README

          
# rock-paper-scissors > 2024-03-14 2:32pm

https://universe.roboflow.com/roboflow-58fyf/rock-paper-scissors-sxsw

Provided by a Roboflow user

License: undefined

## Background Information

This dataset was created as part of the [*World's Largest Game of Rock, Paper, Scissors* talk and challenge](https://schedule.sxsw.com/2023/events/PP1142513) introduced by Joseph Nelson and Salo Levy @ SXSW 2023.

* https://roboflow.com/rps

[![World's Largest Game of Rock, Paper, Scissors Contest Announcement](https://i.imgur.com/XVLd9k1.png)](https://external.ink?to=/roboflow.com/rps)

* the above image is linked to the entry page

![Version 11: Deploy Tab Inference](https://i.imgur.com/eVRmfw9.gif)

* the demo video was prepared from the [Deploy Tab](https://blog.roboflow.com/deploy-tab), and utilizes `v11` (`YOLOv8n-100epochs`)

The dataset includes an aggregation of [images cloned](https://blog.roboflow.com/use-open-source-computer-vision-datasets/) from the following datasets:

1. https://universe.roboflow.com/brad-dwyer/egohands-public/ - null images

2. https://universe.roboflow.com/presentations/rock-paper-scissors-presentation/

3. https://universe.roboflow.com/team-roboflow/rock-paper-scissors-detection

4. universe.roboflow.com/popular-benchmarks/mit-indoor-scene-recognition/

New images were added to the dataset and labeled to supplement the examples from the cloned datasets. Members of Team Roboflow, and more close friends of the team, are included in the dataset to assist with creating a more robust, generalized, model.

![Example Labeled Image from the dataset: Two people playing Rock, Paper, Scissors](https://i.imgur.com/xIudTbe.png)

## Participation Rules and FAQ

[![Contest Rules and FAQ](https://i.imgur.com/r6bGUYE.png)](https://external.ink?to=/roboflow.com/rps)

* the above image is linked to the FAQ and contest entry page