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--- |
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license: unknown |
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datasets: |
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- OlejnikM/TwoEuroCoins |
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metrics: |
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- accuracy |
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base_model: |
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- microsoft/swin-tiny-patch4-window7-224 |
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pipeline_tag: image-classification |
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--- |
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# Model Card for Model ID |
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<!-- Provide a quick summary of what the model is/does. --> |
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This model is just a proof of concept for 2€ coin classification where there is only a single image for each class, which makes this model to be quite unreliable. |
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## Uses |
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. --> |
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This was just a proof of concept model, used for 2€ coins classifications and for the Computer Vision Course. |
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There is a problem with this PoC as I only have a single image for each coin. Maybe in the future I will scrape more images of the coins in order |
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to create a bigger, more diverse dataset. Unfortunately data augmentation works only to some degree so increasing the dataset size is something I hope to eventually get to do. |
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### Direct Use |
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<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. --> |
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"python inference.py" |
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Model loaded and running on cuda |
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Enter the path to the coin image: "test.jpg" |
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[More Information Needed] |
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