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100+ datasets found
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  12. L

    Animal Services Intake Data

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  13. Pain and Laboratory Animals: Publication Practices for Better Data...

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  14. Animal Welfare Non-Compliances in Approved Slaughterhouses

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  17. d

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  18. D

    Dallas Animal Field Data_Copy

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  20. w

    Animal Incidents by Month

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Corrado Alessio (2019). Animals-10 [Dataset]. https://www.kaggle.com/alessiocorrado99/animals10
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Animals-10

Animal pictures of 10 different categories taken from google images

10 scholarly articles cite this dataset (View in Google Scholar)
zip(614087302 bytes)Available download formats
Dataset updated
Dec 12, 2019
Authors
Corrado Alessio
License

http://www.gnu.org/licenses/old-licenses/gpl-2.0.en.htmlhttp://www.gnu.org/licenses/old-licenses/gpl-2.0.en.html

Description

Hello everyone!

This is the dataset I have used for my matriculation thesis.

It contains about 28K medium quality animal images belonging to 10 categories: dog, cat, horse, spyder, butterfly, chicken, sheep, cow, squirrel, elephant.

I have used it to test different image recognition networks: from homemade CNNs (~80% accuracy) to Google Inception (98%). It could simulate a smart gallery for a researcher (like a biologist).

All the images have been collected from "google images" and have been checked by human. There is some erroneous data to simulate real conditions (eg. images taken by users of your app).

The main directory is divided into folders, one for each category. Image count for each category varies from 2K to 5 K units.

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