I've now read up on NeuralHash a bit more, and while I think the idea that this is just a hash is slightly overstated, you're right and my above comment assumed

I've now read up on NeuralHash a bit more, and while I think the idea that this is just a hash is slightly overstated, you're right and my above comment assumed this was a classifier rather than a perceptual hash.