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Generate Accurate Depth Maps from Single Images with SAM 3D

Name: SAM 3D Depth Map Generation - Single Image 3D
Author: SAM 3D

Unlock the power of SAM 3D for depth map generation, providing exceptional distance prediction for computer vision and visual effects. Experience unparalleled 3D reconstruction from a single image.

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Cutting-edge Meta AI Technology

Full 3D Reconstruction

Single Image Input

Key Features for Depth Map Generation

Harness the power of SAM 3D to create high-quality depth maps from single images, revolutionizing distance prediction and 3D modeling workflows.

Single Image Depth Extraction

Effortlessly generate depth maps from single 2D images, providing detailed 3D information and enabling realistic distance prediction even with occluded regions, all powered by SAM 3D.

Gaussian Splatting Output

Leverage Gaussian splatting representation for high-fidelity depth buffer creation. SAM 3D supports up to 32 splats per occupied voxel, delivering unparalleled detail and accuracy in 3D rendering.

Promptable Reconstruction

Guide depth map generation with segmentation masks and 2D keypoints. SAM 3D’s promptable reconstruction enables precise distance prediction tailored to specific objects and regions within the image.

Generate Depth Maps in Three Easy Steps

Quickly create detailed depth maps with SAM 3D using our streamlined process.

Upload Your Image

Upload a single 2D image to the SAM 3D depth map generation tool.

Generate Depth Map

Use SAM 3D's AI to perform accurate depth estimation from image, producing a detailed depth map.

Download and Use

Download the generated depth map for computer vision tasks, VFX workflows, or depth buffer creation.

Frequently Asked Questions

Learn more about using SAM 3D for depth map generation.

SAM 3D depth map generation uses Meta AI's advanced models to reconstruct 3D depth information from a single 2D image, enabling you to create realistic 3D models and scenes.

SAM 3D achieves at least a 5:1 win rate in human preference tests compared to other 3D reconstruction models, ensuring superior accuracy in depth map generation.

Yes, the depth maps generated by SAM 3D are suitable for advanced VFX workflows, providing detailed distance prediction and accurate 3D representations.

SAM 3D streamlines the depth map generation process by using a single image, unlike traditional methods that require multiple viewpoints or manual depth mapping.