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100+ datasets found
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  7. H

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  12. g

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  13. Exotic Animal Import Licences 2015

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  14. w

    Field Animal Rescues vs Incidents

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  15. S

    FY 2018 Dallas Animals Field Data

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  19. Data from: Animal welfare licences

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  20. d

    Austin Animal Shelter Adoption Predictions

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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

8 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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