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mihai

Object Detection

mihai Image Dataset

v1

2024-05-16 11:59am

Generated on May 16, 2024

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%
879Images
Valid Set 8%
84Images
Test Set 4%
42Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 300x225

Augmentations

Outputs per training example: 3
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1.69% of pixels
Green
1102 images
signs
1026 images
Signs
112 images
Signs
1138 images