Dataset Versions

v3

2023-06-27 10:15am

Generated on Jun 27, 2023

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 86%
3744Images
Valid Set 8%
340Images
Test Set 7%
284Images

Preprocessing

Isolate Objects: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 44% Maximum Zoom
Blur: Up to 6.25px
Noise: Up to 8% of pixels
Cutout: 5 boxes with 5% size each