West Visayas State University

KwartaPHP

Object Detection

KwartaPHP Image Dataset

v5

2023-12-15 4:50pm

Generated on Dec 15, 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 83%
3658Images
Valid Set 12%
512Images
Test Set 6%
259Images

Preprocessing

Isolate Objects: Applied
Resize: Fit (white edges) in 640x640

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down