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milisoce

Object Detection

milisoce Image Dataset

v1

2024-06-17 3:40pm

Generated on Jun 17, 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 89%
235Images
Valid Set 8%
22Images
Test Set 3%
8Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 22% of images
Blur: Up to 1.4px
car-bus-moto-truck-trailer
1217 images
Rr
human-animal-plant-vehicle
1078 images