Snerio2 Final

pan

Object Detection

pan Image Dataset

v1

2024-04-28 10:17pm

Generated on Apr 28, 2024

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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 89%
4580Images
Valid Set 7%
372Images
Test Set 4%
200Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 900x700

Augmentations

Outputs per training example: 2
Brightness: Between -21% and +21%
Exposure: Between -15% and +15%
Blur: Up to 2.4px
Noise: Up to 6.2% of pixels
Panels-jzqT
1028 images
Panels
1028 images
Panels-PRy8
852 images
Panels-aQd8
814 images
Panels-aQd8-text-road-highway-car
2262 images