boudningbox Computer Vision Dataset

byDataTask:
Object Detection
License:CC BY 4.0
Versions
Dataset Version
v3

2025-10-08 10:45am

Generated on Oct 8, 2025

Dataset Split

Train Set 95%
1179Images
Valid Set 4%
49Images
Test Set 1%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Brightness: Between -21% and +21%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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