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v8

Object Detection

v8 Image Dataset

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Versions
2024-03-16 4:51pm
v2
·
3 months ago
2024-03-16 4:15pm
v1
·
3 months ago
v1

2024-03-16 4:15pm

Generated on Mar 16, 2024
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Popular Download Formats

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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1300 Total Images

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Dataset Split

Train Set 92%
1200Images
Valid Set %
0Images
Test Set 8%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±13° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 1.5% of pixels