Object Detection with Gradio

What is Object Detection with Gradio ?

Object Detection with Gradio is an AI-powered tool designed to identify and locate objects within images and videos. Built on the Gradio platform, it provides a user-friendly interface for developers and non-developers alike to leverage pre-trained models for object detection tasks. This tool is particularly useful for applications that require real-time object tracking and analysis.

Features

• Image and Video Support: Detect objects in both static images and video streams.
• Real-Time Detection: Analyze video feeds frame by frame for immediate results.
• Custom Model Support: Integrate your own pre-trained models for specific use cases.
• Ease of Use: Gradio's intuitive interface makes it accessible even to those without extensive technical expertise.
• Cross-Platform Compatibility: Run the application securely on your local machine or deploy it in the cloud.

How to use Object Detection with Gradio ?

1. Install Gradio: Start by installing the Gradio library using pip: pip install gradio.
2. Import Necessary Modules: Import Gradio and other required libraries (e.g., OpenCV for video processing).
3. Upload Media: Use the Gradio interface to upload an image or video file, or use your webcam for real-time detection.
4. Process the Input: Click the "Detect Objects" button to run the object detection model on your uploaded media.
5. View Results: The tool will display the processed image or video with bounding boxes and labels identifying the detected objects.

Frequently Asked Questions

What file formats does Object Detection with Gradio support?
It supports JPEG, PNG, MP4, and AVI formats for images and videos.

Does Gradio require an internet connection to run Object Detection?
No, Gradio applications can run locally on your machine without needing an active internet connection.

Can I use my own object detection model with Gradio?
Yes, Gradio allows you to integrate custom-trained models to suit your specific requirements.