How to get data with the highest confidence

Part 1 (2020)
1

Hello,
I want to get the images from the training set/validation with the highest confidence by the model

thanks

2

You have to sort by losses from validation run.

dl = learn.dls.valid # or learn.dls.train 
inputs, preds, targs, losses = learn.get_preds(dl=dl, with_input=True, with_loss=True)
sorted, indices = torch.sort(losses) # first item will have the lowest loss (so is the most confident)
inputs[indices] # items sorted from lowset to highest loss
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