Unavailability of .HAR file for YOLOv10S via hailomz parse "yolov10s"

General
1

Hey everyone,

I realized that there is an issue in accessing the yolov10 model (I tried with yolov8s) via hailomz parse command. The exact issue is the denied access into the AWS model repository:

url: https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov10s/2024-05-31/yolov10s.zip

This is the full error message:

(.venv) /content# hailomz parse "yolov10s"
<Hailo Model Zoo INFO> Start run for network yolov10s ...
<Hailo Model Zoo INFO> Initializing the runner...
Traceback (most recent call last):
  File "/content/.venv/bin/hailomz", line 33, in <module>
    sys.exit(load_entry_point('hailo-model-zoo', 'console_scripts', 'hailomz')())
  File "/content/hailo_model_zoo/hailo_model_zoo/main.py", line 122, in main
    run(args)
  File "/content/hailo_model_zoo/hailo_model_zoo/main.py", line 111, in run
    return handlers[args.command](args)
  File "/content/hailo_model_zoo/hailo_model_zoo/main_driver.py", line 202, in parse
    parse_model(runner, network_info, ckpt_path=args.ckpt_path, results_dir=args.results_dir, logger=logger)
  File "/content/hailo_model_zoo/hailo_model_zoo/core/main_utils.py", line 95, in parse_model
    ckpt_path = download_model(network_info, logger)
  File "/content/hailo_model_zoo/hailo_model_zoo/core/main_utils.py", line 83, in download_model
    downloader.download(url, ckpt_path.parent, logger)
  File "/content/hailo_model_zoo/hailo_model_zoo/utils/downloader.py", line 80, in download
    download_file(url, dst)
  File "/content/hailo_model_zoo/hailo_model_zoo/utils/downloader.py", line 68, in download_file
    download_to_file(url, outfile, desc=desc)
  File "/content/hailo_model_zoo/hailo_model_zoo/utils/downloader.py", line 44, in download_to_file
    resp.raise_for_status()
  File "/content/.venv/lib/python3.10/site-packages/requests/models.py", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 403 Client Error: Forbidden for url: https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov10s/2024-05-31/yolov10s.zip

Can someone help me with this?

2

Hi @nino,

First of all, welcome to the Hailo Community!

The link in the yaml file is indeed broken, thanks for bringing this to our attention. Here is the correct link - taken from from the pre-trained model section of our ModelZoo.

It is important to note that if you are interested in the pre-trained model, you don’t need to go through the conversion process yourself, you can download the already compiled file under the “Compiled” column in the previous link.

4

Hi @nina-vilela,

I’m interested inthe .HAR file of the model so I can inspect the names of all Conv2D layer in YOLOv10S model. Can I get the .HAR somewhere? This is for the custom quantization to UINT16.

Thanks for the fast answer!