| --- |
| license: apache-2.0 |
| library_name: rkllm |
| tags: |
| - rk182x |
| - rockchip |
| - rknpu |
| - llm |
| - qwen |
| - edge-ai |
| --- |
| |
| # Depth-Anything-V3 — [Depth]视觉深度信息v3 |
|
|
| [English](README.md) | [简体中文](README_CN.md) |
|
|
| ## 1. Overview |
|
|
| 视觉深度信息v3，给定图像输出逐像素深度图与置信度（Depth Anything V3 单目深度估计） |
|
|
| This repository ships the RK182x deployment artifacts (RKNN graphs + |
| weights) **together with the wdnwebui worker manifest** |
| (`DepthAnythingV3.json`). |
|
|
| | Item | Value | |
| | --- | --- | |
| | Model ID | `wardner/Depth-Anything-V3` | |
| | Display name | Depth-Anything-V3 | |
| | Model type | LLM | |
| | Compute target | RK182x | |
| | Host platform | RK3588 | |
| | Runtime | RKLLM + RKNN | |
| | Capabilities | `swcap_vision_depth` | |
| | Worker factory | `depth_anything_v3` | |
| | Memory estimate | ~3000 MB | |
| | Init time | ~30 s | |
| | Cards required | 1 | |
| | Total weight size | 1.04 GB | |
|
|
| ## 2. Files |
|
|
| | Path | Description | Size | |
| | --- | --- | --- | |
| | `global_DepthAnythingV3.280x280.1view.1828.rknn` | RKNN graph (RK182x compute card, 1.82 TOPS generation) | 2.7 MB | |
| | `global_DepthAnythingV3.280x280.1view.weight` | Weights paired with the RKNN graph above | 552.7 MB | |
| | `head_DepthAnythingV3.280x280.1view.1828.rknn` | RKNN graph (RK182x compute card, 1.82 TOPS generation) | 1.8 MB | |
| | `head_DepthAnythingV3.280x280.1view.weight` | Weights paired with the RKNN graph above | 188.0 MB | |
| | `local_DepthAnythingV3.280x280.1view.1828.rknn` | RKNN graph (RK182x compute card, 1.82 TOPS generation) | 1.7 MB | |
| | `local_DepthAnythingV3.280x280.1view.weight` | Weights paired with the RKNN graph above | 316.6 MB | |
| | `DepthAnythingV3.json` | **worker manifest** — deliberately plain text | 1943 B | |
|
|
| > `DepthAnythingV3.json` is **deliberately not** in Git LFS. It is the |
| > manual of this distribution unit and must stay plain text so it can be |
| > diffed, reviewed and previewed on the Hub. |
|
|
| ## 3. Download |
|
|
| ```bash |
| hf download wardner/Depth-Anything-V3 --local-dir ./Depth-Anything-V3 |
| ``` |
|
|
| Or with git (requires Git LFS): |
|
|
| ```bash |
| git clone https://huggingface.co/wardner/Depth-Anything-V3 |
| ``` |
|
|
| If `huggingface.co` is unreachable from your network (DNS interception / |
| blocked access), point the client at a mirror instead: |
|
|
| ```bash |
| HF_ENDPOINT=https://hf-mirror.com hf download wardner/Depth-Anything-V3 \ |
| --local-dir ./Depth-Anything-V3 |
| ``` |
|
|
| Note: with `git clone` the weights are Git LFS **pointers** until |
| `git lfs pull` completes. `hf download` fetches the real files directly, and |
| does not create a `.git` directory — neither is required for the model to |
| work; see §4. |
|
|
| ## 4. Installation (wdnwebui) |
|
|
| Clone the repository into the model root so the folder holds **both** the |
| weights and the worker manifest: |
|
|
| ```bash |
| git clone https://huggingface.co/wardner/Depth-Anything-V3 /userdata/models/Depth-Anything-V3 |
| ``` |
|
|
| Then open the web UI → **Compute** → the card appears under "local compute" |
| (the backend rescans the model root every ~2 s, **no restart needed**) → |
| click "enable". |
|
|
| The directory name does not have to match the model name: the SDK follows |
| "the folder the manifest was found in", located through the |
| `WDNAI_DEPTH_ANYTHING_V3_DIR` environment variable declared in the manifest. |
|
|
| ## 5. SHA-256 verification |
|
|
| ```bash |
| cd ./Depth-Anything-V3 |
| sha256sum -c SHA256SUMS |
| ``` |
|
|
| All entries must report `OK` before deployment. |
|
|
| ## 6. Caveats and limits |
|
|
| See the `notes` field of `DepthAnythingV3.json` — it records the |
| per-model specifics (sampling defaults, capability layout, side effects). |
|
|
| ## 7. License |
|
|
| The upstream model is released under the Apache License 2.0. The files here |
| are RKNN-converted derivatives, not unmodified upstream weights. See |
| [LICENSE](LICENSE) and [NOTICE](NOTICE). |
|
|
