Dataset Versions

v11

2024-10-06 2:52am

Generated on Oct 6, 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 95%
2262Images
Valid Set 5%
118Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x64

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 30% of images
Hue: Between -16° and +16°
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px