minhthong

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Plastic Model

Object Detection

Plastic Model Image Dataset

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Versions
2023-03-17 5:22pm
v3
Mar 17, 2023
2023-03-15 9:51am
v2
Mar 15, 2023
v3

2023-03-17 5:22pm

Generated on Mar 17, 2023
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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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2260 Total Images

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Dataset Split

Train Set 88%
1980Images
Valid Set 8%
187Images
Test Set 4%
93Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Exposure: Between -19% and +19%
Noise: Up to 5% of pixels