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seahawks8 avatar seahawks8 commented on June 14, 2024

Give me an example image. Not sure if this is the right framework for you.

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andreaceruti avatar andreaceruti commented on June 14, 2024

This is a sample image from the vineyard row I would like to track (so this is frame of a video never seen by my neural network)

rgb1970

and this is a sample crop from my training set.

1006

So to be clear, the dataset which I use for training the network is a set of 200 images representing different vineyards all over the world. Therefore when I have trained my model I pass to it video frames and after the detection part I would like to apply tracking.
What I have done up to now is creating a dataset of 1800 crops that represent different grape bunches.
Instead in this framework, from what I understand, I should build another dataset where I have the same grape bunches seen by different views (in my case they could be different frames). Can i skip this part where I create a new dataset or what? Since it would require a lot amount of time

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vocdex avatar vocdex commented on June 14, 2024

@andreaceruti hi there,
I am working on a similar project ( greenhouse plant) and I would like to know if you have succeeded in training the model?
Do you think the images of the same object in different frames could be used to train the siamese network as you mentioned above?
Thanks!

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