Update README.md

README.md

@@ -7,4 +7,26 @@ metrics:
 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 modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1).
+This model is 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]