Dataset Versions

v4

2022-09-15 2:24pm

Generated on Sep 15, 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.
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Dataset Split

Train Set 92%
144Images
Valid Set 8%
12Images
Test Set %
0Images

Preprocessing

Static Crop: 6-96% Horizontal Region, 20-54% Vertical Region
Tile: 1 rows x 2 columns

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 1% of pixels

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