MarcusFra
commented
4 years ago These are broken links, many of them have been former posts on flickr - it is quite usual that some links tend to be broken after a while. I think it's not big deal as it's mainly intended to showcase, and as long as you've got sufficient images from both classes it should be acceptable. Thus, the question is whether the performance of your model is still satisfying.
I have had a look on my logs (see attached) - when I downloaded the images with the script (in March), I tried to download 1393 images, 39 of them with broken links and a few dozen among the working ones could not be processed. With this setup the precision of my models was comparable to the outcomes in the book. As you had more than 200 images not being downloaded succesfully, it might be different in your case - at least for the unpretrained models.
How about the performance of the models you trained on the images (from the working links)? How many images have you been able to download (and process)?
The following pictures seem to be missing. Is this to be expected?
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