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enesozi / object-detection

Object detection on thermal images(FLIR dataset)
MIT License
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Would it be able for you to share your trained weights? #1

Closed vfbsilva closed 5 years ago

vfbsilva commented 5 years ago

I would like to give it a run but I'm out of a powerful GPU atm.

enesozi commented 5 years ago

It must be the following: Thermal

vfbsilva commented 5 years ago

Thanks a lot. I did it a run and found i very cool. Still I had some issues when identifying multiple persons like here: [https://pasteboard.co/IvRb8Aw.png](image 1) Do you have any clue of what might be going on?

enesozi commented 5 years ago

What I see from the image you shared is that FLIR and your dataset might have very different data distribution. Considering the fact that neural networks cannot extrapolate, I would suggest you take the weights I shared above and finetune on your dataset, or preferably train from scratch if applicable.

I also highly recommend you to go over these steps

vfbsilva commented 5 years ago

Yes I do agree I'm doing it right now I just got curious cause I don't know the kind of data you have used for training but I`m by no means complaining btw I'm super grateful it did work like a charm as a proof of concept

Em qua, 4 de set de 2019 às 15:50, Enes Özipek notifications@github.com escreveu:

What I see from the image you shared is that FLIR and your dataset might have very different data distribution. Considering the fact that neural networks cannot extrapolate, I would suggest you take the weights I shared above and finetune on your dataset, or preferably train from scratch if applicable.

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