Dataset Versions

v1

2023-10-11 1:20pm

Generated on Oct 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 80%
8040Images
Valid Set 20%
2004Images
Test Set 0%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 42% Maximum Zoom
Rotation: Between -45° and +45°
Noise: Up to 8% of pixels
Cutout: 15 boxes with 18% size each

Similar Projects

See More