Dataset Versions

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All robots - close view 2023-10-12 1-56pm
v7
·
a year ago
V2_2023-09-14 11-54pm
v4
·
a year ago
2023-09-14 11:51pm
v3
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a year ago
V1_with Fawaghy 2023-08-10 1-32pm
v1
·
a year ago
v4

V2_2023-09-14 11-54pm

Generated on Sep 14, 2023
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Dataset Split

Train Set 81%
570Images
Valid Set 4%
29Images
Test Set 15%
103Images

Preprocessing

Auto-Orient: Applied
Static Crop: 38-63% Horizontal Region, 31-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -20% and +20%
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels

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