University Technical Malaysia Melaka

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Object detection on imbalance dataset

Classification

Object detection on imbalance dataset Image Dataset

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Versions
2023-06-10 4:44pm
v1
Jun 10, 2023
v1

2023-06-10 4:44pm

Generated on Jun 10, 2023
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17652 Total Images

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Dataset Split

Train Set 88%
15453Images
Valid Set 8%
1464Images
Test Set 4%
735Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 17% Maximum Zoom
Rotation: Between -20° and +20°
Grayscale: Apply to 25% of images