#🔒 Dataset websites/sources?

27 messages · Page 1 of 1 (latest)

sterile stump
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I need datasets (specifically udders of cows, teats, etc) for a project regarding early mastitis detection within cattle. I have looked at kaggle but images are pretty limited (they contain roughly ~100 images, but i would prefer thousands for accuracy). Where can I find datasets?

warm kilnBOT
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@sterile stump

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lusty badger
woven sleet
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I also sent them a possibly useful web search on their earlier post. I do not know if it bore fruit.

sterile stump
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Ive already tried doing a surface level web search

woven sleet
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But I can well imagine a reliable method of detecting mastitis just by eyeballing the udder would be very useful.

sterile stump
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I didnt really find much apart from papers (majority of which arent public)

woven sleet
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So nobody's done a study with lots of pics and later qualification of the pics WRT outcomes?

sterile stump
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which im not sure people can generally just have lying around

woven sleet
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Including scans of the milk?

sterile stump
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Scans of the milk needs electrical conductivity/other tools

woven sleet
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Yeah. Though active mastitis is visually apparent in the milk.

sterile stump
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Oh well I havent seen a dataset of mastitis milk images lol

woven sleet
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I thought one of the things in my search results suggested something about scans of milk. But I didn't check, and I don't know if there was an associated dataset.

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And you're after early detection. Possibly not so apparent in the milk.

sterile stump
sterile stump
woven sleet
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You could, I suppose, find a small dairy amenable to you collecting your own dataset.

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Of course you'd have to actually do a proper study, track the photos and cows and their mastitis outcomes.

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Dairies do care about this, because they pull ill cows out of the milking rotation (or, at least, out of the collection-of-the-milk rotation).

sterile stump
woven sleet
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You'd need a web site with the images qualified. You can't learn to recognise this stuff unless you have information about which pictures were associated with a mastitis diagnosis.

warm kilnBOT
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