meryembarkallah21/The_pokemon_Dataset

Pokémon Image Dataset 🐾

This dataset consists of labeled Pokémon images designed for classification tasks. The dataset contains images of various Pokémon species, organized into training, validation, and test sets.

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Dataset Overview 📊

• Number of Pokémon Species: Varies based on the included dataset.
• Total Images:
  • Training Set: 1861 images
  • Validation Set: 206 images
  • Test Set: 208 images
• Image Formats: .jpg and .png
• Image Resolutions: Vary (preprocessed to 224x224 for training).

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Metadata Details 📜

The pokemon.csv file includes the following columns:

• image_number: A unique identifier corresponding to Pokémon species.
• name: The Pokémon's name (e.g., Pikachu, Charizard).
• type1: Primary type of the Pokémon (e.g., Electric, Fire).
• type2: Secondary type of the Pokémon (if applicable).
• Additional columns for Pokémon characteristics or evolutions.

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Data Preprocessing 🧹

To prepare the data for training:

1. Training Set:

   • Images with strictly numeric filenames (e.g., 001.png).
   • Represents base species without variants.

2. Validation/Test Sets:

   • Images with extended filenames (e.g., 003_Venusaur.jpg).
   • Includes variants such as Gigantamax or regional forms.

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