Create 3D models from images using depth estimation
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Gradio demo of CharacterGen (SIGGRAPH 2024)
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Gradio Demo of DI-PCG
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Create a 3D model from an image in ~10 seconds!
Dpt Depth Estimation + 3D Voxels is a cutting-edge tool designed for 3D modeling that leverages depth estimation technology to transform 2D images into 3D models. By combining depth perception with 3D voxel-based reconstruction, it enables users to create detailed and accurate three-dimensional representations from visual data. This tool is particularly useful for applications in computer vision, robotics, and 3D design.
• Depth Estimation: Utilizes advanced algorithms to calculate depth from 2D images, providing a foundation for 3D reconstruction.
• 3D Voxel Reconstruction: Converts estimated depth into a voxel grid, creating a dense and detailed 3D model.
• Multi-View Support: Combines depth information from multiple angles to improve model accuracy and reduce occlusions.
• Real-Time Rendering: Enables users to visualize and interact with the 3D model as it is being constructed.
• Compatibility: Works seamlessly with popular 3D modeling software for downstream applications.
What is a voxel grid?
A voxel grid is a 3D data structure where each voxel (3D pixel) represents a small volume in space. It is used here to create a dense and detailed representation of the 3D scene.
Can I use this tool for real-time applications?
Yes, the tool supports real-time rendering, making it suitable for applications like robotics or virtual reality where immediate visualization is critical.
Do I need advanced technical skills to use this tool?
No, the tool is designed to be user-friendly. While some familiarity with 3D modeling concepts may help, it is accessible to users with basic computer skills.