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milisoce

Object Detection

milisoce Image Dataset

v4

2024-06-17 6:08pm

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 76%
85Images
Valid Set 16%
18Images
Test Set 8%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

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