Dataset Versions

v4

2023-07-24 2:49am

Generated on Jul 23, 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 80%
7719Images
Valid Set 10%
992Images
Test Set 10%
992Images

Preprocessing

Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 1.5px