Dataset Versions

v4

2022-09-10 10:43am

Generated on Sep 10, 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 89%
81Images
Valid Set 11%
10Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 0% of images
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -25% and +25%
Blur: Up to 4.5px
Noise: Up to 3% of pixels