O2O Minimart

Sell Products

Object Detection

Sell Products Image Dataset

v2

2023-08-18 7:25pm

Generated on Aug 18, 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 88%
11864Images
Valid Set 8%
1124Images
Test Set 4%
567Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise
Rotation: Between -21° and +21°