Add pipeline tag and link to Github repository

This PR improves the model card by:

- Adding the `pipeline_tag: image-classification` to the metadata, making the model discoverable via the Hugging Face model index.
- Adding the correct `library_name` (timm).
- Adding a link to the Github repository.

README.md

@@ -1,13 +1,14 @@
-
 ---
+library_name: timm
+license: cc-by-nc-4.0
 tags:
 - image-classification
 - ecology
 - fungi
 - FGVC
-library_name: FungiTastic Dataset
-license: cc-by-nc-4.0
+pipeline_tag: image-classification
 ---
+
 # Model card for BVRA/tf_efficientnetv2_b3.in1k_ft_fungitastic-mini_224
 
 ## Model Details
@@ -16,8 +17,9 @@ license: cc-by-nc-4.0
   - Params (M): 13.2
   - Image size: 224 x 224
 - **Papers:**
-  - **Original:** --> ???
-  - **Train Dataset:** FungiTastic --> https://arxiv.org/pdf/2408.13632
+  - **Fine-tuned model:** [FungiTastic: A multi-modal dataset and benchmark for image categorization](https://huggingface.co/papers/2408.13632)
+  - **Base Model:** tf_efficientnetv2_b3.in21k_ft_in1k
+- **Train Dataset:** FungiTastic --> https://arxiv.org/pdf/2408.13632
 
 ## Model Usage
 ### Image Embeddings
@@ -37,6 +39,14 @@ output = model(train_transforms(img).unsqueeze(0))
 # output is a (1, num_features) shaped tensor
 ```
 
+## Project Page
+
+https://bohemianvra.github.io/FungiTastic/
+
+## Code
+
+https://github.com/BohemianVRA/FungiTastic
+
 ## Citation 
 ```bibtex
 @article{picek2024fungitastic,
@@ -67,4 +77,4 @@ output = model(train_transforms(img).unsqueeze(0))
   year={2022},
   publisher={Multidisciplinary Digital Publishing Institute}
 }
-```
+```