APROSOFWATETASK2

invoice logo detection

Object Detection

invoice logo detection Image Dataset

v1

2024-05-02 10:09pm

Generated on May 2, 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.
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Dataset Split

Train Set 94%
186Images
Valid Set 3%
5Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 700x760

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Noise: Up to 0.61% of pixels
Bounding Box: Exposure: Between -8% and +8%