Project

labelled leaf

Object Detection

labelled leaf Image Dataset

v1

2023-09-15 11:58pm

Generated on Sep 15, 2023

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Dataset Split

Train Set 85%
1893Images
Valid Set 9%
194Images
Test Set 6%
139Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -25° and +25°
Exposure: Between -20% and +20%
Noise: Up to 3% of pixels