Does the official repository have a defect detection demo?

General Discussion
1

Hi,
If I want to implement an industrial vision defect detection demo with Hailo-8, are there official available HEF model files that can be used directly?

2

Hi @user808,

The Hailo Model Zoo does not currently include a dedicated defect detection model or demo - the pre-trained HEF files available for Hailo-8 cover general categories like classification, object detection (COCO-trained YOLOv8, YOLOv5, NanoDet, etc.), and segmentation, but none are specifically trained for industrial defect inspection. For your use case, you might try taking one of the existing object detection architectures from the Model Zoo (e.g., yolov8s or nanodet_repvgg ) and retraining it on your own defect dataset: hailo-apps/doc/developer_guide/retraining_example.md at main · hailo-ai/hailo-apps · GitHub

Thanks,