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Deep learning computer vision for classifying wildlife in camera trap images

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Hey @gsganden , If you'd like to host this docker image on the uptake account for cleanliness if nothing else, we can get that done. I'd like to try out...

Given that the animals often occupy only a small part of the image, we may get better performance with a lot of augmentations involving high zoom. This kind of approach...

r&d
cv

Right now all of our tests require the app to be running. I don't know yet how to do that in Travis, so for now we're just running the tests...

ci

These PR is a quality of life improvement for R users of autofocus. The old example assumed that images have already been preprocessed and/or zipped together. This is not the...

See https://github.com/uptake/autofocus/pull/100#pullrequestreview-267524881

@Manusreekumar has some recent data that needs to be cleaned up and posted.

data

Images have a time in exif metadata. That time information could be useful. However, we have to make sure that the data matches the filename, because when it doesn't that...

data

I think it would be worthwhile to host some image data relevant to this project in a public place so people can run the code against a real (even if...

data

Brad and I were trying to figure this out to no avail. Please provide a jupyter notebook with some examples. And a free repo with some sample images for training

docs