r_s_kolhatkar@ucsb.edu

Kelp

Object Detection

Kelp Image Dataset

v1

FishandKelpDetection

Generated on Aug 16, 2021

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Dataset Split

Train Set 88%
1995Images
Valid Set 8%
190Images
Test Set 4%
95Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Saturation: Between -81% and +81%
Brightness: Between -54% and +54%
Exposure: Between -52% and +52%
Blur: Up to 6.75px
Noise: Up to 16% of pixels
Cutout: 6 boxes with 33% size each