Dataset Versions

v2

2024-03-06 4:07pm

Generated on Mar 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 91%
1638Images
Valid Set 9%
157Images
Test Set 1%
11Images

Preprocessing

Auto-Orient: Applied
Filter Null: Require at least 75% of images to contain annotations.

Augmentations

Outputs per training example: 3
Hue: Between -15° and +15°
Blur: Up to 0.3px
Noise: Up to 0.38% of pixels