M-3LAB / awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。
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Uneven results. #6

Closed danielsoy closed 1 year ago

danielsoy commented 1 year ago

Hi ppl! Thanks for sharing your work!

I have an issue related to the results that I got by training this anomaly detection model: https://github.com/OpenAOI/anodet

With my dataset: https://drive.google.com/drive/folders/1_OF6-_MNTskgPd5Sqqtm1-p4WqDu0Jhl?usp=sharing

You can see in this video, that the model is giving a higher anomaly score to the samples with anomalies located on the right side of the image frame: https://www.youtube.com/watch?v=W4-ZtpJtE5c&ab_channel=tektronix475

What is your guess about the probable cause?

Thanks a lot!

shirowalker commented 1 year ago

Thanks for your contribution. We have added your code and data in our repository. By the way, there are some noises in youtube video.

danielsoy commented 1 year ago

Thats right, it is the sound of the stepper motor, that drives the conveyor belt.