A quantum convolutional neural network for detecting and classifying tungsten inert-gas welds [Womanium Grant Winner + QSL Fellowship Nominee]

Last summer, ourr team implemented a quantum implementation of the TIG weld classification problem. It has shown some promise for small kernels and low depth, but unfortunately, the training process took too long. I am thinking if we can use another approach, by locating defective areas for arc weld frames.

Thanks for sharing your project here @mack.attack !

This might be interesting for others interested in image classification.
If anyone is interested feel free to add your thoughts here.