Carlos Caminero Abad

DMK CAP 4

Object Detection

DMK CAP 4 Image Dataset

v2

dataset2

Generated on Mar 4, 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 85%
315Images
Valid Set 8%
29Images
Test Set 7%
27Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -31% and +31%