Dataset Versions

v7

2022-11-22 4:48pm

Generated on Nov 22, 2022

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.
Other Formats
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Dataset Split

Train Set 92%
168Images
Valid Set 4%
8Images
Test Set 3%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1025x1025

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Blur: Up to 1.25px
Noise: Up to 5% of pixels