Digit Detection Computer Vision Dataset

byCOMP3007AssignmentTask:
Object Detection
License:CC BY 4.0
Versions
Dataset Version
v1

2025-10-01 2:25pm

Generated on Oct 1, 2025
Notes: First attempt at a custom building number dataset

Dataset Split

Train Set 90%
600Images
Valid Set 5%
34Images
Test Set 5%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels

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