| --- |
| license: cc-by-nc-4.0 |
| base_model: depth-anything/DA3-LARGE |
| tags: |
| - coreml |
| - depth-estimation |
| - depth-anything-3 |
| pipeline_tag: depth-estimation |
| --- |
| |
| # DA3-LARGE — CoreML (.mlpackage) for monocular depth |
|
|
| A precompiled **Core ML** conversion of **Depth Anything 3 — DA3-LARGE** (the full |
| ViT-L model), exposing a single-image **relative-depth** output for use in macOS/iOS |
| apps (e.g. the Sbs SBS-3D viewer). |
|
|
| - **Input:** `image`, RGB, **504×504**, [0,1] (CoreML `ImageType`; ImageNet norm baked in). |
| - **Output:** `depth`, shape **(1, 504, 504)**, single-channel relative depth. |
| - **Weights:** FP16. Only the **backbone → depth head** is converted; DA3's camera / |
| sky / Gaussian-splat post-processing is bypassed (not needed for monocular depth). |
| - **Conversion notes:** the full DA3-LARGE backbone uses RoPE + multi-view camera |
| tokens, so four ops were rewritten for coremltools compatibility (RoPE |
| `cartesian_prod`, in-place camera-token insert, single-view empty source-token |
| concat, and the head's `meshgrid`). Behaviour is unchanged for single-image input. |
|
|
| ## License & attribution |
|
|
| Derived from **[depth-anything/DA3-LARGE](https://huggingface.co/depth-anything/DA3-LARGE)** |
| (Depth Anything 3, arXiv:2511.10647), licensed **CC-BY-NC-4.0**. This conversion is |
| released under the **same CC-BY-NC-4.0** license: **attribution required, non-commercial |
| use only.** Do not use commercially. |
|
|
| For commercial use, see the Apache-2.0 monocular distillation |
| [depth-anything/DA3MONO-LARGE](https://huggingface.co/depth-anything/DA3MONO-LARGE) |
| ([CoreML build](https://huggingface.co/sdkv2/DepthAnythingV3Mono-CoreML)). |
|
|
