PUSAN NATIONAL UNIV

large Image Dataset

Object Detection

large Image Dataset Image Dataset

v3

2023-06-22 11:23pm

Generated on Jun 22, 2023

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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 98%
252Images
Valid Set 1%
3Images
Test Set 1%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Upside Down
Noise: Up to 5% of pixels