Sriyapai School

Project-Type-Bottle

Object Detection

Project-Type-Bottle Image Dataset

v11

2024-05-24 8:40am

Generated on May 24, 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 83%
480Images
Valid Set 10%
60Images
Test Set 7%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Brightness: Between -15% and +15%