Hello HAILO team, I’ve been trying to run my custom yolov8s model on my 8L. At the moment I get to compile to get the HEF file Im getting this message.
hailomz compile yolov8s --ckpt=best.onnx --hw-arch hailo8l --calib-path train/images --classes 1 --performance
usage: hailomz compile [-h] [–yaml YAML_PATH] [–ckpt CKPT_PATH] [–hw-arch] [–start-node-names START_NODE_NAMES [START_NODE_NAMES …]] [–end-node-names END_NODE_NAMES [END_NODE_NAMES …]]
[–model-script MODEL_SCRIPT_PATH | --performance] [–har HAR_PATH] [–calib-path CALIB_PATH] [–resize RESIZE [RESIZE …]] [–input-conversion {nv12_to_rgb,yuy2_to_rgb,rgbx_to_rgb}]
[–classes]
[model_name]
hailomz compile: error: argument --hw-arch: invalid choice: ‘hailo8l’ (choose from ‘hailo15h’, ‘hailo15m’, ‘hailo15l’, ‘hailo10h’, ‘hailo10p’, ‘hailo12l’)
The Hailo AI Software Suite was divided into two versions. One for Hailo-8/8L and one for Hailo-15 and Hailo-10. You need to install the Hailo AI Software Suite Docker for Hailo-8.
Hello Klausk I went to this aproach and indeed help me, now Im getting another error, at the moment I alredy got the .hef model on the pi but when I try to run it, appears this message
python basic_pipelines/detection.py --hef-path resources/box_seg.hef --input rpi --labels-json resources/procarsa-labels.json
Loading environment variables from /home/andres/hailo-rpi5-examples/.env… All required environment variables loaded.
Auto-detected Hailo architecture: hailo8l
[1:04:00.478011280] [4940] INFO Camera camera_manager.cpp:330 libcamera v0.5.2+99-bfd68f78
[1:04:00.485507113] [4941] INFO RPI pisp.cpp:720 libpisp version v1.2.1 981977ff21f3 29-04-2025 (14:13:50)
[1:04:00.488150379] [4941] INFO IPAProxy ipa_proxy.cpp:180 Using tuning file /usr/share/libcamera/ipa/rpi/pisp/imx477.json
[1:04:00.495872251] [4941] INFO Camera camera_manager.cpp:220 Adding camera ‘/base/axi/pcie@1000120000/rp1/i2c@88000/imx477@1a’ for pipeline handler rpi/pisp
[1:04:00.495916530] [4941] INFO RPI pisp.cpp:1179 Registered camera /base/axi/pcie@1000120000/rp1/i2c@88000/imx477@1a to CFE device /dev/media0 and ISP device /dev/media2 using PiSP variant BCM2712_C0
NMS score threshold is set, but there is no NMS output in this model.
CHECK_SUCCESS failed with status=6
[1:04:00.499046116] [4940] INFO Camera camera.cpp:1215 configuring streams: (0) 1280x720-RGB888/sRGB (1) 1280x720-RGB888/sRGB (2) 2028x1080-BGGR_PISP_COMP1/RAW
[1:04:00.499153950] [4941] INFO RPI pisp.cpp:1483 Sensor: /base/axi/pcie@1000120000/rp1/i2c@88000/imx477@1a - Selected sensor format: 2028x1080-SBGGR12_1X12/RAW - Selected CFE format: 2028x1080-PC1B/RAW
Picamera2 configuration: width=1280, height=720, format=RGB
picamera_process started
But Im not getting any image on the screen, any idea what could be causing this issue?
I did not do that step, I got the model on the onnx format and the used this command
hailomz compile yolov8s_seg –ckpt=best.onnx —hw-arch hailo8l –calib-path train/images –classes 1 –performance
Compiler Version: 3.32.0
Model zoo Version 2.16
The compile I did it using WSL 22.04
At the moment in the directory I have the yolov8s.har, yolov8s_seg.har and also the yolov8s_seg.har, is there anything I could do with these files to get the result you asked for?
All required environment variables loaded.