falcataria Dataset

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Versions
2024-01-26 9:11am
v5
·
8 months ago
with rust - random obj
v4
·
8 months ago
with rust
v3
·
8 months ago
adjusted size
v2
·
8 months ago
2024-01-26 5:51am
v1
·
8 months ago
v4

with rust - random obj

Generated on Jan 25, 2024
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2280 Total Images

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Dataset Split

Train Set 87%
1992Images
Valid Set 9%
196Images
Test Set 4%
92Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 400x400
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -12% and +12%
Blur: Up to 1px

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