Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: cc-by-nc-4.0
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
pipeline_tag: depth-estimation
|
| 6 |
+
library_name: coreml
|
| 7 |
+
tags:
|
| 8 |
+
- depth
|
| 9 |
+
- relative depth
|
| 10 |
+
base_model:
|
| 11 |
+
- depth-anything/Depth-Anything-V2-Large
|
| 12 |
+
---
|
| 13 |
+
|
| 14 |
+
# Depth Anything V2 Large (mlpackage)
|
| 15 |
+
|
| 16 |
+
In this repo you can find:
|
| 17 |
+
* The notebook which was used to convert [depth-anything/Depth-Anything-V2-Large](https://huggingface.co/depth-anything/Depth-Anything-V2-Large) into a CoreML package.
|
| 18 |
+
* The mlpackage which can be opened in Xcode and used for Preview and development of macOS and iOS Apps
|
| 19 |
+
* Performence and compute unit mapping report for this model as meassured on an iPhone 16 Pro Max and a MacBook Pro (With Apple M3 Pro)
|
| 20 |
+
|
| 21 |
+
As a derivative work of Depth-Anything-V2-Large this port is also under cc-by-nc-4.0
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
## Citation of original work
|
| 25 |
+
|
| 26 |
+
If you find this project useful, please consider citing:
|
| 27 |
+
|
| 28 |
+
```bibtex
|
| 29 |
+
@article{depth_anything_v2,
|
| 30 |
+
title={Depth Anything V2},
|
| 31 |
+
author={Yang, Lihe and Kang, Bingyi and Huang, Zilong and Zhao, Zhen and Xu, Xiaogang and Feng, Jiashi and Zhao, Hengshuang},
|
| 32 |
+
journal={arXiv:2406.09414},
|
| 33 |
+
year={2024}
|
| 34 |
+
}
|
| 35 |
+
|
| 36 |
+
@inproceedings{depth_anything_v1,
|
| 37 |
+
title={Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data},
|
| 38 |
+
author={Yang, Lihe and Kang, Bingyi and Huang, Zilong and Xu, Xiaogang and Feng, Jiashi and Zhao, Hengshuang},
|
| 39 |
+
booktitle={CVPR},
|
| 40 |
+
year={2024}
|
| 41 |
+
}
|
| 42 |
+
|