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11

Object Detection

11 Image Dataset

v12

datav5

Generated on Jan 28, 2024

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 88%
5130Images
Valid Set 8%
458Images
Test Set 4%
232Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 12 remapped, 9 dropped

Augmentations

Outputs per training example: 3
Mosaic: Applied