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service data 3

Object Detection

service data 3 Image Dataset

v1

2024-03-05 11:12am

Generated on Mar 5, 2024

Popular Download Formats

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 93%
1980Images
Valid Set 7%
160Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels
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glasses-case-Gx6C
1437 images
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glasses-case-Gx6C-t3zG-ebqg
820 images
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glasses-case-Gx6C-t3zG-tiFX
1530 images
Human
362 images