Amazon Product Classification with Multimodal Features

Amazon Multimodal Product Classification Dataset is hosted on Kaggle. The dataset title suggests it contains product information from Amazon, likely combining text and image data for classification tasks. Specific details on size, creation date, and authorship are not provided in the available metadata.

Use Cases

• Train a multimodal classifier to categorize products using text and image features (inferred from domain, verify after download)
• Benchmark model performance on a real-world e-commerce classification task (inferred from domain, verify after download)
• Study the relationship between product images and their textual descriptions for improved categorization (inferred from domain, verify after download)

Strengths

• Published on Kaggle, a platform with an established community for data sharing.
• Platform tags indicate a focus on e-commerce and multimodal data, suggesting a relevant domain application.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Row count, file formats, and column definitions are unknown, which limits suitability assessment.
• License, author, and last updated information are unavailable.

Provenance

Source

Kaggle