InhHolland

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plasticss

Object Detection

plasticss Image Dataset

Try Pre-Trained Model
Versions
2023-04-04 1:56pm
v4
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a year ago
best
v3
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a year ago
2023-04-03 10:30pm
v2
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a year ago
2023-03-30 8:53pm
v1
·
a year ago
v3

best

Generated on Apr 4, 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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3088 Total Images

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Dataset Split

Train Set 92%
2853Images
Valid Set 8%
235Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 1280x1280

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Hue: Between -5° and +5°
Brightness: Between -7% and +7%
Exposure: Between -9% and +9%
Blur: Up to 0.25px
Noise: Up to 1% of pixels