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thanderrine OP t1_it8qwlf wrote

Reply to comment by PassionatePossum in [D] How do you guys determine the convoluted layer filter size and the number of dense hidden layers in CNN by thanderrine

So I used to do transfer learning for my models before right... But it kind of feels like I'm using someone else's work. Like if I'm using the weights and architecture of someone else's work then how does it shows my skills... You know what I mean.

All I do is use the image dataset and preprocess it so that it fits the model. So how can I possibly present something like. as my project if the majority of the work is done by someone else.

About tweaking the loss, so I am kind of doing that for my model. I'm using focal tversky loss, with gamma as 0.65.

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PassionatePossum t1_it9djl0 wrote

I understand, if you are working on an academic paper or something like that. In that case novelty is important. If you are working in industry - as I currently am- I have no such concerns. In industry, skill is to produce a working solution fast and if someone has already built a framework that I am allowed to use, even better.

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