smartnozzle

modelmobil

Object Detection

modelmobil Image Dataset

v17

2023-08-26 12:51pm

Generated on Aug 26, 2023

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 85%
675Images
Valid Set 9%
68Images
Test Set 6%
47Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 26% of images
Saturation: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%