Rock, Paper, Scissors Detection AI Template

Locate, label and count hands positioned as rock, paper and scissors in an image.

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Instantly analyze images to detect and classify hand gestures as rock, paper, or scissors, enabling automated scoring and validation for both digital and physical gameplay.

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Why you should use the rock, paper, scissors detection AI template

From elementary school playgrounds to competitive gaming events, keeping track of rapid-fire rock-paper-scissors matches has always been a challenge. Tournament organizers struggling with disputed outcomes can now rely on this detection template to provide instant, unbiased verification of player moves. The system's ability to simultaneously track multiple players makes it invaluable for large-scale competitions, training exercises, and even creating interactive installations where humans can challenge AI opponents in real-time.

Key benefits of the rock, paper, scissors detection AI template

Millisecond-precise gesture recognition eliminates the age-old problem of simultaneous throws being disputed or miscounted. This template's specialized focus on rock, paper, scissors positions means it achieves exceptional accuracy rates compared to general hand gesture detection systems. Beyond just identifying shapes, it maintains consistent performance even in challenging lighting conditions and can process multiple concurrent matches - perfect for tournament settings where speed and reliability are crucial. The ability to log and replay contested moves adds a new layer of fairness to both casual games and professional competitions.

How to do rock, paper, scissors detection

Upload an image: Start by uploading any photo directly into the Rock, Paper, Scissors Detection AI Template workflow—no setup required.
Preview instant results: The template will automatically locate and identify hands positioned as rock, paper, or scissors within seconds, so you can immediately see how accurately it works.
Like what you see? With a free Roboflow account, you can deploy the template to process more images, clone it to customize for your own needs, or integrate it into your projects and workflows.
Get started for free: No technical expertise needed—just upload, review, and, if it fits your needs, make it part of your photo organization toolkit in a single click.