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Improve README

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@@ -19,4 +19,20 @@ task_categories:
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  - image-classification
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  task_ids:
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  - multi-class-image-classification
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - image-classification
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  task_ids:
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  - multi-class-image-classification
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+ ---
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+ ## Dataset Description
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+ - **Homepage:** the [Gatherer](https://gatherer.wizards.com/Pages/)
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+ - **Repository:** https://github.com/alcazar90/croupier-mtg-dataset
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+ ### Dataset Summary
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+ A card images dataset of 4 types of creatures from Magic the Gathering card game: elf, goblin, knight, and zombie.
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+ ## Dataset Creation
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+ All card information from Magic the Gathering card game is public available from the
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+ [Gatherer]( https://gatherer.wizards.com/Pages/) website, the official Magic Card Database. The dataset is just
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+ a subset selection of 4 kind of creatures from the game.