International Leader

66

Object Detection

66 Image Dataset

v1

2023-09-21 11:12am

Generated on Sep 21, 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%
9516Images
Valid Set 8%
917Images
Test Set 4%
461Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -17° and +17°
Blur: Up to 1px
Noise: Up to 1% of pixels
Cutout: 5 boxes with 10% size each
ctHead-ctBody-tHead-tBody
10000 images
123
123
2284 images
CTBody-CTHead-TBody-THead
5350 images
CTBody-CTHead-TBody-THead-xuGV
5350 images