Dataset Versions

v8

2023-09-14 9:43am

Generated on Sep 14, 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.
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Dataset Split

Train Set 81%
165Images
Valid Set 19%
38Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 840x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 35% of images
Blur: Up to 1.75px
Noise: Up to 5% of pixels

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