Model: Southwest
Version: 3
date: 2023
num_classes: 27
Format: [.pt]
Author: Kyra Swanson
Company: San Diego Zoo Wildlife Alliance
Contact: tswanson@sdzwa.org
Description: "This model distinguishes between 27 species native to the Southwest United States. The training data was collected partially by SDZWA and the California Mountain Lion Project, and includes examples from the NACTI, and CCT training datasets. The training data corpus comprises 91,662 images. We used a 70/20/10 Train/Val/Test split. The model reached an overall accuracy of 88% on the test set."
Settings
resize_width: 299
resize_height: 299
crop: True
normalize: True