Dataset Versions

v31

2023-08-19 5:33pm

Generated on Aug 19, 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.

13474 Total Images

View All Images

Dataset Split

Train Set 71%
9534Images
Valid Set 24%
3204Images
Test Set 5%
736Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 59-88% Horizontal Region, 20-82% Vertical Region

Augmentations

Outputs per training example: 3
Rotation: Between -28° and +28°
Grayscale: Apply to 84% of images
Hue: Between -134° and +134°
Saturation: Between -91% and +91%