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MCHS2

Object Detection

MCHS2 Image Dataset

v18

2022-12-24 10:03am

Generated on Dec 24, 2022

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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 92%
1221Images
Valid Set 8%
105Images
Test Set 0%
5Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±8° Horizontal, ±8° Vertical
Grayscale: Apply to 7% of images

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