EAKSOFT

esertarihi

Object Detection

esertarihi Image Dataset

v1

2023-07-09 11:22am

Generated on Jul 9, 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
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Dataset Split

Train Set 88%
147Images
Valid Set 8%
14Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 31% Maximum Zoom
Hue: Between -46° and +46°
Saturation: Between -63% and +63%
Blur: Up to 2.25px

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