TeeYhai Boonsom

thcubicgib

Object Detection

thcubicgib Image Dataset

v8

2023-06-08 2:42pm

Generated on Jun 8, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 87%
213Images
Valid Set 12%
29Images
Test Set 1%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 100% of images
Brightness: Between -25% and +25%