Dataset Versions

v1

2024-07-05 9:12am

Generated on Jul 5, 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 92%
1224Images
Valid Set 8%
102Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 64x64

Augmentations

Outputs per training example: 3
Grayscale: Apply to 11% of images
Brightness: Between -15% and +15%
Exposure: Between -7% and +7%

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