Dataset Versions

v18

2024-11-23 6:59pm

Generated on Nov 23, 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 70%
1362Images
Valid Set 20%
382Images
Test Set 11%
205Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Shear: ±5° Horizontal, ±5° Vertical
Brightness: Between -13% and +13%
Exposure: Between -12% and +12%
Blur: Up to 2.2px
Noise: Up to 1.76% of pixels

Similar Projects

See More