konthee boonmeeprakob

Text-Detection

Object Detection

Text-Detection Image Dataset

v7

2023-09-19 11:26am

Generated on Sep 19, 2023

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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.
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Dataset Split

Train Set 94%
987Images
Valid Set 5%
50Images
Test Set 1%
15Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 100% of images
Hue: Between -25° and +25°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 5% of pixels