yonghak

jongseol

Object Detection

jongseol Image Dataset

v11

2024-05-22 1:00am

Generated on May 21, 2024

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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Dataset Split

Train Set 87%
1389Images
Valid Set 8%
120Images
Test Set 5%
84Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 1.96% of pixels