SenneC

1233

Object Detection

1233 Image Dataset

v1

2023-06-27 7:25pm

Generated on Jun 27, 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 92%
6698Images
Valid Set 4%
279Images
Test Set 4%
277Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Vertical
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical