Dataset Versions

v7

Generate V5 -with Video -Volve Close-

Generated on Sep 14, 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 87%
2940Images
Valid Set 8%
275Images
Test Set 5%
154Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 10px
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Noise: Up to 5% of pixels