Anime Image Classification Dataset with 323,060 Images

323,060 anime images are included in this webdataset, resized to a maximum dimension of 640 pixels. The dataset is split into training, validation, and test sets, with the training set containing 257,996 images. It was created by 'just-a-try' and last updated on Hugging Face in November 2025.

Use Cases

• Train an image classifier based on the labeled anime categories mentioned in the description.
• Benchmark model performance on a large-scale anime image dataset.
• Fine-tune a pre-trained vision model on a domain-specific anime dataset.
• Explore the distribution of visual styles across different anime classes.

Strengths

• Contains 323,060 total images, providing a substantial volume of data.
• Includes a predefined train/val/test split, with the training set comprising 257,996 images.
• Images have been preprocessed to a maximum dimension of 640 pixels, which may reduce computational load.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• The specific anime classes, license, and file formats are not detailed in the provided metadata.
• Last updated 2025-11-24 12:22:17; freshness should be verified.

Provenance

Source

Hugging Face dataset by 'just-a-try'.

Freshness

Last updated 2025-11-24 12:22:17.