Dataset Versions

v30

2023-08-01 12:44pm

Generated on Aug 1, 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 98%
2136Images
Valid Set 1%
26Images
Test Set 1%
27Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 12% of images
Hue: Between -4° and +4°
Saturation: Between -13% and +13%
Brightness: Between -12% and +12%
Blur: Up to 2.5px
Noise: Up to 1% of pixels

Similar Projects

See More
1.1k images 1 model