huggingface / huggingface/candle

Depth anything V3 support

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#3,187 1 comment 3 reactions 0 assignees View on GitHub

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Dominant language
Rust
Stars
21.1k
Forks
1.8k
Avg merge
16h 42m
Merged PRs (30d)
25

Description

https://huggingface.co/depth-anything/DA3-LARGE

the Depth anything V3 dropped, it was extremly useful for monocular camera depth estimation, it can achieve many applications which needs precise 3D points.

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing the Depth Anything V3 model page linked in the issue and compare it with existing model integrations in Candle. Identify the model inputs, outputs, weights, and required operations, then confirm that a Rust implementation can run the monocular depth-estimation example and produce usable 3D points.

Written by the indexing model from the issue text.

Assessment

Tech stack
rust
Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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