| --- |
| license: unknown |
| datasets: |
| - OlejnikM/TwoEuroCoins |
| metrics: |
| - accuracy |
| base_model: |
| - microsoft/swin-tiny-patch4-window7-224 |
| pipeline_tag: image-classification |
| --- |
| # Model Card for Model ID |
|
|
| <!-- Provide a quick summary of what the model is/does. --> |
| 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. |
|
|
| ## Uses |
|
|
| <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. --> |
| This was just a proof of concept model, used for 2€ coins classifications and for the Computer Vision Course. |
| 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 |
| 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. |
|
|
| ### Direct Use |
|
|
| <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. --> |
| "python inference.py" |
| Model loaded and running on cuda |
| Enter the path to the coin image: "test.jpg" |
|
|
| [More Information Needed] |
|
|
