[pingu10]

Nice work! You should look into SimCLR.

https://github.com/google-research/simclr

I have been recently wondering about the application of self-supervised learning in real-world. I think, your problem fits nicely into this category.

[adipandas]

Oh. This looks interesting. I am interested in applications of AI in manufacturing practices. I think there is lot of data available with industry which may be difficult to label. Thus, approaches like one-shot or few-shot learning can be very promising in problems like quality control using computer vision.

[adipandas]

By the way, thanks for suggesting SimCLR. I will go through this paper.:)