23221

23.2.22

Object Detection

23.2.22 Image Dataset

v1

2023-02-21 9:47pm

Generated on Feb 21, 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 70%
4070Images
Valid Set 20%
1165Images
Test Set 10%
581Images

Preprocessing

Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 10-90% Vertical Region
Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

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