Dataset Versions

v18

2024-08-01 4:07pm

Generated on Aug 1, 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.

812 Total Images

View All Images

Dataset Split

Train Set 92%
747Images
Valid Set 8%
65Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 5% of images
Hue: Between -12° and +12°
Saturation: Between -33% and +33%
Exposure: Between -15% and +15%
Blur: Up to 1.4px
Noise: Up to 2.2% of pixels

Similar Projects

See More