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Gradio Lite & Transformer.js: Depth Estimation is a powerful AI-powered tool designed to convert 2D sketches or images into 3D models by estimating depth from a single image. This innovative application leverages advanced transformer-based architectures to generate accurate depth maps, enabling users to create immersive 3D representations from flat 2D inputs.
• Real-Time Depth Estimation: Quickly generate depth maps from 2D images.
• User-Friendly Interface: Intuitive design for seamless interaction.
• Customizable Outputs: Adjust depth sensitivity and other parameters for precise results.
• Compatibility: Works with various image formats (JPEG, PNG, etc.).
• High Accuracy: Advanced AI model ensures detailed and realistic depth estimation.
What file formats are supported?
Gradio Lite supports JPEG, PNG, and BMP for input images.
Can I customize the depth estimation?
Yes, advanced settings allow you to adjust depth sensitivity, smoothing, and other parameters for finer control.
How long does the depth estimation take?
Processing time depends on the image size and complexity, but most results are generated in under 10 seconds.