NeuralNetworkProject

Number_finder

Object Detection

Number_finder Image Dataset

v18

2023-01-25 7:03pm

Generated on Jan 25, 2023

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Dataset Split

Train Set 89%
51Images
Valid Set 7%
4Images
Test Set 4%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Noise: Up to 1% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -30° and +30°
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 1px
Bounding Box: Noise: Up to 1% of pixels