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1-10

Object Detection

1-10 Image Dataset

v2

2023-07-18 2:15pm

Generated on Jul 18, 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 100%
90Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±21° Horizontal, ±45° Vertical
Grayscale: Apply to 63% of images
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Blur: Up to 2.5px