Dataset Versions

v4

2023-09-29 8:41pm

Generated on Sep 29, 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 83%
106Images
Valid Set 12%
15Images
Test Set 5%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 224x224
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 2
Saturation: Between -72% and +72%

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