Dataset Versions

v30

2024-11-22 11:05pm

Generated on Nov 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 89%
3453Images
Valid Set 9%
345Images
Test Set 2%
63Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 5 rows x 5 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Exposure: Between -5% and +5%

Similar Projects

See More