Yanzhe Xie

Anfor Dataset

Object Detection

Anfor Dataset Image Dataset

v1

2024-06-11 6:06pm

Generated on Jun 11, 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 88%
588Images
Valid Set 13%
84Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±14° Horizontal, ±14° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -31% and +31%
Blur: Up to 1.8px