TIM2177

0926_bug_ok

Object Detection

0926_bug_ok Image Dataset

v18

2022-09-28 11:30am

Generated on Sep 28, 2022

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 70%
441Images
Valid Set 21%
133Images
Test Set 9%
58Images

Preprocessing

Auto-Orient: Applied
Tile: 4 rows x 4 columns
Filter Null: Require at least 80% of images to contain annotations.

Augmentations

Outputs per training example: 1
Cutout: 3 boxes with 10% size each