Dataset Versions

v35

2024-11-07 6:41pm

Generated on Nov 7, 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%
390Images
Valid Set 6%
27Images
Test Set 6%
26Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: ROI
Resize: Fit (black edges) in 736x736
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require at least 30% of images to contain annotations.
Filter by Tag: 0 required, 1 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom