Dataset Versions

v6

2023-03-15 1:15am

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

Dataset Split

Train Set 84%
1788Images
Valid Set 8%
175Images
Test Set 8%
173Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -7° and +7°
Grayscale: Apply to 67% of images
Hue: Between -69° and +69°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -32% and +32%