Dataset Versions

v40

2023-11-21 4:16pm

Generated on Nov 21, 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 93%
630Images
Valid Set 4%
26Images
Test Set 3%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 620x620

Augmentations

Outputs per training example: 5
Flip: Horizontal
Hue: Between -13° and +13°
Brightness: Between -13% and +13%
Exposure: Between -5% and +5%
Blur: Up to 1px
Noise: Up to 1% of pixels