A4PaperDetect Dataset

v3

2023-09-19 2:04pm

Generated on Sep 19, 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 88%
2622Images
Valid Set 10%
287Images
Test Set 3%
87Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -40% and +40%
Bounding Box: Noise: Up to 10% of pixels