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Replica of Divineko - Magic Cat This template uses a trained ONNX model to accurately identify 17 different shapes, enabling dynamic, interactive drawing and recognition challenges.

Render pipeline compatibility

The Built-in Render Pipeline is Unity’s default render pipeline. It is a general-purpose render pipeline that has limited options for customization. The Universal Render Pipeline (URP) is a Scriptable Render Pipeline that is quick and easy to customize, and lets you create optimized graphics across a wide range of platforms. The High Definition Render Pipeline (HDRP) is a Scriptable Render Pipeline that lets you create cutting-edge, high-fidelity graphics on high-end platforms.

Unity Version	Built-in	URP	HDRP
2022.3.42f1	Compatible	Compatible	Compatible

Description

This shape recognition game template leverages machine learning (ML) to power an interactive drawing and recognition system. Trained using an ONNX model, it can accurately identify 17 different shapes, including letters, geometric figures, and symbols. Perfect for creating dynamic puzzle games, educational apps, and interactive challenges, this template allows you to integrate advanced shape recognition seamlessly into your Unity projects.

With its real-time shape detection, users can draw or interact with shapes, which are instantly recognized and processed by the ML model. This functionality opens the door to a wide variety of game mechanics, such as shape-based puzzles, drawing challenges, and more.

The template is ideal for developers looking to create engaging, visually stimulating games that involve shape drawing, recognition, and interaction. It offers flexibility for customization while maintaining simplicity in its setup, ensuring both ease of use and a high level of functionality.

Technical details

• Unity Version: Compatible with Unity 2020 or later.

• Machine Learning: Powered by an ONNX model, trained to recognize 17 distinct shapes with high accuracy and speed.

• Supported Shapes:

• Circle

• Z

• V

• W

• I

• Heart

• Infinity

• E

• Horizontal Line Up

• Horizontal Line Down

• Diagonal Line

• Question Mark

• A

• X

• Triangle

• Square

• N

• Shape Detection: Uses real-time shape recognition for interactive gameplay, enabling players to draw or input shapes that are recognized instantly.

• Cross-Platform Support: Fully optimized for mobile, desktop, and VR platforms.

• Performance: Optimized for smooth performance on both mobile and desktop devices.

• Setup: Requires the ONNX Runtime for Unity to run the trained model. Detailed instructions for setup and integration are included.

• Customization: Flexible enough to be integrated into any puzzle, educational, or interactive drawing game with the ability to adapt recognition logic based on game requirements.

• Package Contents:

• Pre-trained ONNX Model: Includes a trained model for shape recognition.

• Shape Recognition Script: Allows access to recognized shapes through a simple API.

• Prefab: Ready-to-use prefab for integration into your scene.

Related keywords

ml Game development tool Drawing Recognition Templete Drawing Shape Puzzle AI machine learning Shape Recognition shapes AI Shape Game Mechanics ONNX Unity Integration Shape Detection Mobile