cam2model - Preprocessing Trap Camera Data for Machine Learning Models
Provides tools for preprocessing camera trap image data to
prepare it for training machine learning models. It automates
tasks such as extracting EXIF metadata, processing and
analyzing image attributes, selecting relevant images (e.g.,
daytime photos), sampling subsets, and managing file
organization. These features streamline the workflow for
ecological research and wildlife monitoring projects.
Additionally, the package includes tools for generating
exploratory visualizations and creating annotation datasets.
