SF15m

anotherenvir1

Object Detection

anotherenvir1 Image Dataset

v6

2023-07-30 10:45pm

Generated on Jul 30, 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 87%
2493Images
Valid Set 8%
239Images
Test Set 4%
122Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -59% and +59%
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
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1166 images
15mface
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fre
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1668 images
HW3
people
2759 images