Dataset Versions

v3

2022-11-19 3:42pm

Generated on Nov 19, 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.
Other Formats
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Dataset Split

Train Set 70%
6923Images
Valid Set 20%
1978Images
Test Set 10%
994Images

Preprocessing

Auto-Orient: Applied
Static Crop: 23-72% Horizontal Region, 21-75% Vertical Region
Resize: Stretch to 300x300
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

No augmentations were applied.

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