44

new_009

Object Detection

new_009 Image Dataset

v9

2024-03-18 3:14am

Generated on Mar 18, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 72%
654Images
Valid Set 15%
141Images
Test Set 13%
119Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x640

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Noise: Up to 0.73% of pixels

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