Dataset Versions

v8

2024-07-09 7:51pm

Generated on Jul 9, 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.
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Dataset Split

Train Set 86%
1821Images
Valid Set 9%
185Images
Test Set 5%
102Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 50x50
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%

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