Dataset Versions

v7

Infinitones

Generated on Jun 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%
5660Images
Valid Set 3%
196Images
Test Set 3%
165Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 960x640

Augmentations

Outputs per training example: 7
Flip: Horizontal
Grayscale: Apply to 5% of images
Saturation: Between -10% and +10%
Brightness: Between -8% and +8%