bik

Object Detection

bik Image Dataset

v2

2024-01-18 6:33pm

Generated on Jan 18, 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 95%
5781Images
Valid Set 4%
218Images
Test Set 2%
94Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Cutout: 10 boxes with 10% size each