Naresuan University

YOLOV8

Object Detection

YOLOV8 Image Dataset

v1

2024-01-05 2:42pm

Generated on Jan 5, 2024

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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 74%
56Images
Valid Set 13%
10Images
Test Set 13%
10Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down