Shaglouf

detection

Object Detection

detection Image Dataset

v1

2024-06-10 5:20pm

Generated on Jun 10, 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 88%
224Images
Valid Set 9%
22Images
Test Set 4%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
water-bottles
262 images
bottles
430 images
botellas-pet-bottles
878 images
bottle
1113 images
pet_bottle
617 images