Update README.md

README.md

@@ -1,6 +1,109 @@
 ---
 license: bsd-3-clause
+language:
+- en
+base_model:
+- depth-anything/Depth-Anything-V2-Small
+pipeline_tag: depth-estimation
+tags:
+- Depth-Anything-V2
 ---
 
-## Github
-https://github.com/AXERA-TECH/DepthAnythingV2.axera
+# Depth-Anything-V2 
+
+This version of Depth-Anything-V2  has been converted to run on the Axera NPU using **w8a16** quantization.
+
+This model has been optimized with the following LoRA: 
+
+Compatible with Pulsar2 version: 3.4
+
+## Convert tools links:
+
+For those who are interested in model conversion, you can try to export axmodel through 
+
+- [The repo of original](https://depth-anything-v2.github.io/)
+
+- [The repo of AXera Platform](https://github.com/AXERA-TECH/DepthAnythingV2.axera), which you can get the detial of guide
+
+- [Pulsar2 Link, How to Convert ONNX to axmodel](https://pulsar2-docs.readthedocs.io/en/latest/pulsar2/introduction.html) 
+
+
+## Support Platform
+
+- AX650
+  - [M4N-Dock(爱芯派Pro)](https://wiki.sipeed.com/hardware/zh/maixIV/m4ndock/m4ndock.html)
+  - [M.2 Accelerator card](https://axcl-docs.readthedocs.io/zh-cn/latest/doc_guide_hardware.html)
+- AX630C
+  - [爱芯派2](https://axera-pi-2-docs-cn.readthedocs.io/zh-cn/latest/index.html)
+  - [Module-LLM](https://docs.m5stack.com/zh_CN/module/Module-LLM)
+  - [LLM630 Compute Kit](https://docs.m5stack.com/zh_CN/core/LLM630%20Compute%20Kit)
+ 
+|Chips|Time|
+|--|--|
+|AX650| 33 ms |
+|AX630C| 310 ms |
+
+## How to use
+
+Download all files from this repository to the device
+
+```
+root@ax650:~/AXERA-TECH/Depth-Anything-V2# tree
+.
+|-- README.md
+|-- calib-cocotest2017.tar
+|-- config.json
+|-- depth_anything_v2_vits.onnx
+|-- depth_anything_v2_vits_ax620e.axmodel
+|-- depth_anything_v2_vits_ax650.axmodel
+|-- examples
+|   |-- demo01.jpg
+....
+|   `-- demo20.jpg
+|-- output-ax.png
+`-- python
+    |-- infer.py
+    |-- infer_onnx.py
+    |-- output.png
+    `-- requirements.txt
+
+2 directories, 31 files
+root@ax650:~/AXERA-TECH/Depth-Anything-V2#
+```
+
+### python env requirement
+
+#### pyaxengine
+
+https://github.com/AXERA-TECH/pyaxengine
+
+```
+wget https://github.com/AXERA-TECH/pyaxengine/releases/download/0.1.3.rc1/axengine-0.1.3-py3-none-any.whl
+pip install axengine-0.1.3-py3-none-any.whl
+```
+
+#### others
+
+Maybe None.
+
+#### Inference with AX650 Host, such as M4N-Dock(爱芯派Pro)
+
+Input image:
+
+![](examples/demo01.jpg)
+
+```
+root@ax650:~/AXERA-TECH/Depth-Anything-V2# python3 python/infer.py --model depth_anything_v2_vits_ax650.axmodel --img examples/demo01.jpg
+[INFO] Available providers:  ['AxEngineExecutionProvider']
+[INFO] Using provider: AxEngineExecutionProvider
+[INFO] Chip type: ChipType.MC50
+[INFO] VNPU type: VNPUType.DISABLED
+[INFO] Engine version: 2.12.0s
+[INFO] Model type: 2 (triple core)
+[INFO] Compiler version: 3.3 ae03a08f
+root@ax650:~/AXERA-TECH/Depth-Anything-V2# ls
+```
+
+Output image:
+
+![](output-ax.png)