Update app.py

app.py

@@ -19,10 +19,19 @@ st.sidebar.write("* 📚 [HuggingFace Weights](https://huggingface.co/patrickjoh
 
 
 st.write("# FashionCLIP. A Foundation Model for Fashion.")
-st.write("This web app uses FashionCLIP to find clothing items based on a query of the item you want to find.")
+
+st.write("[![Youtube Video](https://img.shields.io/badge/youtube-video-red)](https://www.youtube.com/watch?v=uqRSc-KSA1Y)")
+st.write("[![HuggingFace Model](https://img.shields.io/badge/HF%20Model-Weights-yellow)](https://huggingface.co/patrickjohncyh/fashion-clip)")
+st.write("[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1Z1hAxBnWjF76bEi9KQ6CMBBEmI_FVDrW?usp=sharing)")
+st.write("[![Medium Blog Post](https://raw.githubusercontent.com/aleen42/badges/master/src/medium.svg)](https://towardsdatascience.com/teaching-clip-some-fashion-3005ac3fdcc3)")
+st.write("[![Open in Streamlit](https://static.streamlit.io/badges/streamlit_badge_black_white.svg)]([https://share.streamlit.io/jkanner/streamlit-audio/main/app.py](https://huggingface.co/spaces/vinid/fashion-clip-app))")
+
+st.write("This web app uses FashionCLIP, our new foundation model for fashion, to find clothing items based on a query of the item you want to find.")
+
 st.write("The model is going to find the most similar item to your query, given a list of 5000 items that have been released by Alexey Grigorev [here](https://github.com/alexeygrigorev/clothing-dataset).")
 st.write("Note that some queries might not return anything useful. This could be both due to model's limitation or to the fact that the item you are looking for is missing from the collection.")
 st.write("You can find more about FashionCLIP on the [repo](https://github.com/patrickjohncyh/fashion-clip) or on our [paper](https://www.nature.com/articles/s41598-022-23052-9)")
+
 @st.cache_resource
 def load_embedding_file():
     with open("embeddings_and_paths.pkl", "rb") as filino: