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depth-anything/prompt-depth-anything-vitl-hf

Depth Estimation·depth-anything· 526· 2
transformers apache-2.0 Depth Estimation 340.0M params license:apache-2.0region:us

Prompt Depth Anything is a high-resolution and accurate metric depth estimation method, with the following highlights: - using prompting to unleash the power of depth foundation models, inspired by success of prompting in VLM and LLM foundation models. - The widely available iPhone LiDAR is taken as the prompt, guiding the model to produce up to 4K resolution accurate metric depth. - A scalable da

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# pull & run locally
pip install mlforge-sdk && mlforge pull depth-anything/prompt-depth-anything-vitl-hf

Model details

Task
Depth Estimation
Provider
depth-anything
Framework
transformers
Parameters
340.0M
Size
2.5 GB
License
apache-2.0
Downloads
526
Likes
2
Updated
2025-04-01

About depth-anything/prompt-depth-anything-vitl-hf

Prompt Depth Anything is a high-resolution and accurate metric depth estimation method, with the following highlights: - using prompting to unleash the power of depth foundation models, inspired by success of prompting in VLM and LLM foundation models. - The widely available iPhone LiDAR is taken as the prompt, guiding the model to produce up to 4K resolution accurate metric depth. - A scalable data pipeline is introduced to train the method. - Prompt Depth Anything benefits downstream applications, including 3D reconstruction and generalized robotic grasping.

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