Image Classification with Taxonomy Mapping

How to use this app

This app compares Marqo's Ecommerce embeddings to OpenAI's ViT-B-16 CLIP model for Ecommerce taxonomy mapping. A beam search is used to find the correct classification in the taxonomy. The original OpenAI CLIP models perform very poorly on Ecommerce data.

Upload an image, provide an image URL, or select an example image, select the model size, and get the taxonomy mapping. The taxonomy is based on the Amazon product taxonomy.

Upload Image

Image URL

Or select an example image:

Example Images

Model

marqo-ecommerce-embeddings-L marqo-ecommerce-embeddings-B openai-ViT-B-16

Beam Width

Level	Category	Score