Dataset Versions

v25

2022-04-06 2:05pm

Generated on Apr 6, 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%
597Images
Valid Set 11%
72Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Modify Classes: 0 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Shear: ±5° Horizontal, ±5° Vertical
Grayscale: Apply to 20% of images

Similar Projects

See More