Khow Zu Jun

FYP

Object Detection

FYP Image Dataset

v10

FYP2 V1

Generated on Mar 2, 2022

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Dataset Split

Train Set 100%
2364Images
Valid Set 0%
10Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Modify Classes: 5 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 10px
Noise: Up to 5% of pixels
boots-helmet-vest-
4274 images
mask-and-helmet
308 images