Dataset Versions

v2

2022-09-15 10:25am

Generated on Sep 15, 2022

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 82%
299Images
Valid Set 18%
64Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 416x416
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 1
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Noise: Up to 1% of pixels
Bounding Box: Blur: Up to 10px