Oscar Acuna

artemis-one

Object Detection

artemis-one Image Dataset

v2

2023-08-24 9:51pm

Generated on Aug 25, 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 92%
543Images
Valid Set 4%
23Images
Test Set 4%
23Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x736

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -3° and +3°
Shear: ±5° Horizontal, ±5° Vertical
Blur: Up to 2px