Hugging Face model: imageomics/Drexel-metadata-generator
Author: imageomics
Created: 2023-07-05 16:49:29
Last modified: 2025-11-18 21:54:48
Pipeline: object-detection
Likes: 0 | Downloads: 0
Tags: bioinformatics, metadata, image analysis, applied machine learning, contrast enhancement, detectron2, fish, images, museum specimens, metadata generation, object detection, object-detection, doi:10.57967/hf/0904, license:mit, region:us
Card metadata:
pipeline_tag: object-detection
tags: bioinformatics, metadata, image analysis, applied machine learning, contrast enhancement, detectron2, fish, images, museum specimens, metadata generation, object detection
license: mit
model_description: Designed to generate metadata for images of [museum] fish specimens. This models builds on the metadata and quality metrics achieved with our initial model (detailed in Automatic Metadata Generation for Fish Specimen Image Collections), by generating various geometric and  statistical properties on the mask generated over the biological specimen presented (examples: convex area, eccentricity, perimeter, skew). It also further improves on the accuracy, and time and labor cost over human generation.