Dataset Versions

v7

2024-04-27 6:40pm

Generated on Apr 27, 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%
1248Images
Valid Set 5%
68Images
Test Set 5%
74Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 568x320
Modify Classes: 2 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Blur: Up to 2.7px
Noise: Up to 0.38% of pixels

Similar Projects

See More