Dataset Versions

v7

2024-07-13 6:56pm

Generated on Jul 13, 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 89%
1060Images
Valid Set 7%
85Images
Test Set 4%
42Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Filter Null: Require at least 7% of images to contain annotations.

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -6° and +6°
Saturation: Between -28% and +28%
Blur: Up to 1px

Similar Projects

See More
115 images 1 model