animal-category-mapping

What problem does it solve?

This Skill unit provides a solution for mapping one wildlife dataset's category names to another, enabling accurate model evaluation and alignment of categories between datasets.

Core Features & Use Cases

• Dataset Category Mapping: Maps category names from a source dataset to a target dataset.
• COCO Format Support: Operates with COCO-format .json files for category definitions.
• CSV Output: Generates a CSV file with mappings, including optional notes for judgment calls.
• Use Case: When transitioning from one dataset's category scheme to another for model evaluation or when cross-walking categories between datasets.

Quick Start

To map categories from the 'source_dataset.json' to 'target_dataset.json', save the output to 'mapping.csv' by running: animal-category-mapping source_dataset.json target_dataset.json mapping.csv