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mb final1

Object Detection

mb final1 Image Dataset

v1

2023-03-01 10:15am

Generated on Mar 1, 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 95%
39Images
Valid Set 2%
1Images
Test Set 2%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -18° and +18°
Shear: ±13° Horizontal, ±12° Vertical
Blur: Up to 0.75px
Bounding Box: Blur: Up to 2.5px