Prediction Result(s)
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Demo 1: Garment image classification
Last update of this page: 05/13/2025
Watch video guide.
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Supported garments: long sleeve dress, long sleeve top, short sleeve dress, short sleeve top, shorts, skirt, trousers, vest, vest dress.
A fine-tuned model, trained on an additional dataset beyond the base model, can perform better on specific garment types and images.
Model Comparison Table
| Model Name | # Parameters | Model Size | Test Cross Entropy | Test Accuracy | Test F1 Score |
|---|---|---|---|---|---|
| CNN-3 | 4.43 million | 16.9 MB | 0.1678 | 0.9458 | 0.9459 |
| CNN-4 | 17.81 million | 67.9 MB | 0.1611 | 0.9533 | 0.9533 |
| Tiny ViT | 5.48 million | 21.1 MB | 0.1347 | 0.9576 | 0.9576 |