Dataset Versions

v6

2022-08-21 6:44pm

Generated on Aug 21, 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 93%
483Images
Valid Set 5%
24Images
Test Set 2%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1400x1000

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Grayscale: Apply to 50% of images
Saturation: Between -20% and +20%
Brightness: Between 0% and +25%