Dataset Versions

v2

2024-11-24 12:52pm

Generated on Nov 24, 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 90%
8769Images
Valid Set 6%
585Images
Test Set 4%
389Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 1.18% of pixels

Similar Projects

See More
200 images 1 model