Dataset Versions

v12

2023-09-27 9:18am

Generated on Sep 27, 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 87%
651Images
Valid Set 7%
50Images
Test Set 7%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 5 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -39% and +0%
Blur: Up to 0.75px
Noise: Up to 1% of pixels