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wenjie

Object Detection

wenjie Image Dataset

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Versions
2023-05-20 1:43am
v2
·
a year ago
2023-05-18 5:55pm
v1
·
a year ago
v1

2023-05-18 5:55pm

Generated on May 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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258 Total Images

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Dataset Split

Train Set 87%
225Images
Valid Set 9%
22Images
Test Set 4%
11Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical