Dataset Versions

v14

2023-04-11 3:11pm

Generated on Apr 11, 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 84%
366Images
Valid Set 16%
70Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 3 remapped, 5 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 2% of pixels
Mosaic: Applied