Dataset Versions

v1

2023-03-09 2:52pm

Generated on Mar 9, 2023

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 86%
24Images
Valid Set 14%
4Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 1000x1000
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 100 rows x 100 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Brightness: Between -50% and +50%