Dataset Versions

v5

2024-03-14 7:14pm

Generated on Mar 14, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 94%
16629Images
Valid Set 4%
690Images
Test Set 2%
347Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 240x240

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Saturation: Between -11% and +11%
Exposure: Between -9% and +9%
Noise: Up to 0.14% of pixels