Dataset Versions

v6

1000x1000

Generated on Oct 10, 2021

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 88%
762Images
Valid Set 8%
70Images
Test Set 4%
35Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1000x1000
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 16% Maximum Zoom
Brightness: Between -15% and +15%