Bleach Anime Character Image Base with 30,903 Images

BangumiBase's Bleach image base contains 30,903 images featuring 181 characters from the anime series. The dataset is not guaranteed to be fully cleaned and may contain noisy samples. It was last updated on March 20, 2024.

Use Cases

• Train anime character recognition models based on the 181 labeled characters.
• Generate synthetic anime character art based on the image collection.
• Perform data cleaning and preprocessing experiments on a potentially noisy image dataset.
• Analyze visual style and character design consistency across a large anime series.

Strengths

• Contains 30,903 images, providing a substantial volume of visual data.
• Focuses on 181 distinct characters from a single, well-known anime series.
• Explicitly notes a potential noise rate of approximately 1%, allowing for informed preprocessing.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• The dataset is described as potentially noisy and not 100% cleaned.

Provenance

Source

BangumiBase

Freshness

Last updated 2024-03-20 22:22:33; freshness should be verified.