SEOULTECH

Capstone Design

Object Detection

Capstone Design Image Dataset

v4

2023-05-18 7:51pm

Generated on May 18, 2023

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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 63%
1214Images
Valid Set 20%
383Images
Test Set 17%
335Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x960

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°