defect

my_project

Object Detection

my_project Image Dataset

v3

2024-01-14 3:16pm

Generated on Jan 14, 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.
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Dataset Split

Train Set 92%
1512Images
Valid Set 6%
101Images
Test Set 1%
23Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -21% and +21%
Mosaic: Applied
Bounding Box: Exposure: Between -22% and +22%