Dataset Versions

v21

2024-08-23 7:38am

Generated on Aug 23, 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 87%
1032Images
Valid Set 13%
152Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 800x800
Modify Classes: 0 remapped, 10 dropped
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -1° and +1°
Brightness: Between -25% and +25%
Exposure: Between -2% and +2%
Blur: Up to 0.1px
Noise: Up to 0.1% of pixels

Similar Projects

See More
331 images 1 model
370 images 1 model
78 images 1 model