Dataset Versions

v5

tableBordersOnly-augmented-FAST-model

Generated on Feb 25, 2022

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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 87%
714Images
Valid Set 9%
70Images
Test Set 4%
34Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 416x416
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -2° and +2°
Grayscale: Apply to 5% of images
Exposure: Between -5% and +5%
Blur: Up to 0.5px
Noise: Up to 1% of pixels
Cutout: 4 boxes with 1% size each