inteli agro Dataset

v1

2024-05-28 5:21pm

Generated on May 28, 2024

Dataset Split

Train Set 88%
732Images
Valid Set 8%
68Images
Test Set 4%
36Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 35-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Noise: Up to 1.84% of pixels

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