Gradio Lite & Transformer.js: Depth Estimation

What is Gradio Lite & Transformer.js: Depth Estimation ?

Gradio Lite & Transformer.js: Depth Estimation is a web-based tool designed to convert 2D sketches into 3D models by estimating depth from a given image. Built using Gradio Lite for interactive web interfaces and Transformer.js for AI-driven depth estimation, this tool enables users to generate 3D models from 2D images seamlessly.

Features

• Automatic Depth Estimation: AI-powered depth estimation to convert 2D images into 3D models.
• Real-Time Preview: Instantly visualize the 3D model generated from your 2D sketch.
• Cross-Platform Compatibility: Accessible via web browsers on any device.
• User-Friendly Interface: Simple and intuitive design for ease of use.
• Export Functionality: Save or export the generated 3D model for further processing.

How to use Gradio Lite & Transformer.js: Depth Estimation ?

1. Upload Your Image: Load a 2D sketch or image into the tool.
2. Generate 3D Model: Click the "Generate" button to estimate depth and create a 3D model.
3. Preview and Adjust: Use the real-time preview to visualize and fine-tune the model as needed.
4. Download the Model: Export the 3D model in a suitable format for use in other applications.

Frequently Asked Questions

What file formats are supported for input?
The tool supports common image formats like JPEG, PNG, and BMP.

Can I customize the depth estimation settings?
Yes, users can adjust parameters to refine the depth estimation and improve the 3D model output.

Is the tool free to use?
Yes, Gradio Lite & Transformer.js: Depth Estimation is available for free, with no subscription required.