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Object Detection

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v5

2023-01-16 3:00pm

Generated on Jan 16, 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%
102Images
Valid Set 7%
8Images
Test Set 6%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 410x410

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
yon-sdn
737 images
direction
10000 images
arr
arr
9239 images
Android-UI-Views
1600 images