jordan university

project pv

Object Detection

project pv Image Dataset

v5

2023-03-30 12:39am

Generated on Mar 29, 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.
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Dataset Split

Train Set 87%
888Images
Valid Set 8%
85Images
Test Set 4%
44Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Exposure: Between -5% and +5%
anomalies-OQ80
932 images
anomalies-sz3W
619 images
anomalies-OQ80-anomalies-JsnZ-M6wK
1694 images
anomalies-OQ80-anomalies-JsnZ
1700 images
anomalies-OQ80-anomalies-JsnZ-I5YP
254 images