office Computer Vision Dataset

bysousseTask:
Object Detection
License:CC BY 4.0232 views10 downloads
Versions
Dataset Version
v2

2023-05-23 9:34pm

Generated on May 23, 2023

Dataset Split

Train Set 88%
2763Images
Valid Set %
0Images
Test Set 12%
391Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Blur: Up to 2.5px

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