team

final

Object Detection

final Image Dataset

v1

2023-07-19 8:18am

Generated on Jul 19, 2023

Popular Download Formats

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 82%
5818Images
Valid Set 12%
836Images
Test Set 6%
419Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise