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Depth-Anything-V2

This document explains how to run the Depth-Anything-V2 example application on a host device equipped with the Radxa AICore AX-M1.

Precompiled model quantization methods: w8a16

Download Example Application Repository​

Use huggingfcae-cli to download the example application repository.

Host
pip3 install -U "huggingface_hub[cli]"
huggingface-cli download AXERA-TECH/Depth-Anything-V2 --local-dir ./Depth-Anything-V2
cd Depth-Anything-V2

Example Usage​

Install Python Dependencies​

Host
pip3 install argparse numpy opencv-python
pip3 install https://github.com/AXERA-TECH/pyaxengine/releases/download/0.1.3.rc1/axengine-0.1.3-py3-none-any.whl

Model Inference​

Host
python3 python/infer.py --model depth_anything_v2_vits_ax650.axmodel --img examples/demo01.jpg
(.venv) rock@rock-5b-plus:~/ssd/axera/Depth-Anything-V2$ python3 python/infer.py --model depth_anything_v2_vits_ax650.axmodel --img examples/demo01.jpg
[INFO] Available providers:  ['AXCLRTExecutionProvider']
[INFO] Using provider: AXCLRTExecutionProvider
[INFO] SOC Name: AX650N
[INFO] VNPU type: VNPUType.DISABLED

depth-anything-v2 demo output