Dataset Versions

v3

2024-02-14 2:59pm

Generated on Feb 14, 2024

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 97%
696Images
Valid Set 3%
20Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -33% and +33%
Exposure: Between -10% and +10%
Blur: Up to 1.1px
Noise: Up to 1.05% of pixels