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--- |
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tags: |
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- jigglypuff |
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- pokemon |
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- kirby |
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pretty_name: ' Jigglypuff detection data' |
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size_categories: |
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- 10K<n<100K |
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--- |
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# Jigglypuff Detection Dataset |
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This dataset is designed for training machine learning models to detect and distinguish Jigglypuff (a Pokemon) from Kirby and other similar characters. |
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I mainly use this with my [Pummeluff-Detektor](https://github.com/PlexSheep/pummeluff_detektor) |
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## Dataset Summary |
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The dataset contains approximately 5.5GB of images across three categories: |
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- Jigglypuff (Pokemon character) |
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- Kirby (Nintendo character) |
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- Other (Various other characters and images) |
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This dataset was specifically curated to solve the age-old problem of distinguishing between these two famously similar pink characters, along with detecting potential imposters. |
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## Supported Tasks |
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- Image Classification |
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- Character Recognition |
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- Pink Blob Detection |
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## Dataset Structure |
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``` |
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dataset/ |
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├── jigglypuff/ (~730MB) |
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├── kirby/ (~4MB) |
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└── other/ (~4.8GB) |
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├── other/ |
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└── other2/ |
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``` |
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### Data Fields |
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The dataset is organized in a directory structure where each subdirectory represents a class label: |
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- `jigglypuff`: Contains Jigglypuff images |
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- `kirby`: Contains Kirby images, relevant because kirby and jigglypuff look similar |
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- `other`: Contains images of other characters and objects for negative examples |
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### Data Splits |
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This is a raw image dataset without predefined splits. Users should implement their own train/test splits. |
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## Dataset Creation |
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### Source Data |
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Images were collected from two primary sources: |
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- [CS63 Pokemon Dataset](https://www.kaggle.com/datasets/alinapalacios/cs63-pokemon-dataset) |
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- [Nintendo Kirby Dataset](https://www.kaggle.com/datasets/turbihao/nintendo-kirby-dataset) |
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As of writing this, no additional images were added. |
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### Annotations |
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The dataset uses directory names as implicit labels. No additional annotation files are provided. |
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## Considerations for Using the Dataset |
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### Social Impact of Dataset |
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This dataset was created for educational and entertainment purposes. It demonstrates practical machine learning concepts through a fun and accessible example. |
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### Discussion of Biases |
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The dataset may contain biases in terms of: |
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- Art styles (anime/game artwork vs. fan art) |
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- Image quality variations |
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- Pose distributions |
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- Background variations |
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- Only images of Pokemon or Kirby, no unrelated images |
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### Other Known Limitations |
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- Limited to specific art styles |
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- May not generalize well to real-world pink objects |
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- Focused on frontal/profile views |
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## Additional Information |
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### Dataset Curators |
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Dataset curated by @plexsheep |
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### Contributions |
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Feel free to open a discussion on the dataset repository page if you have: |
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- Suggestions for additional images |
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- Quality improvements |
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- Documentation updates |
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- Use case examples |
