Dataset Versions

v10

2022-09-12 3:08am

Generated on Sep 12, 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 75%
315Images
Valid Set 18%
75Images
Test Set 7%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Filter Null: Do not filter any null images.

Augmentations

Outputs per training example: 3
Brightness: Between -30% and +30%
Blur: Up to 3.5px

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