Dataset Versions

v6

2024-09-03 3:07am

Generated on Sep 3, 2024

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 88%
2574Images
Valid Set 9%
253Images
Test Set 4%
109Images

Preprocessing

Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 62% Maximum Zoom
Noise: Up to 6.91% of pixels
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical

Similar Projects

See More