ASL Detector YOLO

What is ASL Detector YOLO ?

ASL Detector YOLO is an AI-powered tool designed to detect American Sign Language (ASL) letters in images. Built using the YOLO (You Only Look Once) object detection architecture, it leverages deep learning to identify and classify ASL hand signs with high accuracy. This tool is optimized for real-time detection, making it suitable for applications like ASL recognition, education, and accessibility.

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Features

• Real-time detection: Quickly identifies ASL letters in images or video streams.
• High accuracy: Utilizes advanced AI models to ensure precise recognition of hand signs.
• Support for multiple inputs: Works with images, video files, and live webcam feeds.
• Customizable thresholds: Allows users to adjust detection sensitivity for better results.
• User-friendly interface: Simplifies the process of loading images and interpreting results.

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How to use ASL Detector YOLO ?

1. Install the application: Clone the repository and install the required dependencies.
2. Run the detector: Use the command line to execute the script and load your image or video input.
3. Input options:
   • Image: Load a still image containing an ASL hand sign.
   • Video: Process a video file or live webcam feed.
4. View results: The detector will display the image/video with bounding boxes and class labels indicating the detected ASL letters.

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Frequently Asked Questions

What is ASL?
ASL stands for American Sign Language, a visual-gestural language used by the Deaf community in the United States.

How accurate is ASL Detector YOLO?
The tool achieves high accuracy due to its advanced YOLO-based architecture and training on large datasets of ASL signs.

Can ASL Detector YOLO process live video?
Yes, it supports real-time detection from webcam feeds, making it suitable for live interactions.

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