Munirah

carPalteprojc2

Object Detection

carPalteprojc2 Image Dataset

v1

2024-05-25 6:15pm

Generated on May 25, 2024

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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 83%
84Images
Valid Set 13%
13Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -13° and +13°
Saturation: Between -31% and +31%
ELM
characters
145 images
ELM
characters
310 images
123
123456789
145 images
ELM
characters
998 images