Hao Le

trangsuc3

Object Detection

trangsuc3 Image Dataset

v6

2024-02-23 4:11pm

Generated on Feb 23, 2024

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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Dataset Split

Train Set 96%
780Images
Valid Set 4%
35Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 12% of images
Hue: Between -19° and +19°
Brightness: Between -17% and +17%
Exposure: Between -10% and +10%
Blur: Up to 0.9px