Update README.md

README.md

@@ -3,30 +3,27 @@ tags:
 - fastai
 ---
 
-# Amazing!
 
-🥳 Congratulations on hosting your fastai model on the Hugging Face Hub!
+# Model card
 
-# Some next steps
-1. Fill out this model card with more information (see the template below and the [documentation here](https://huggingface.co/docs/hub/model-repos))!
+## Model description
 
-2. Create a demo in Gradio or Streamlit using 🤗 Spaces ([documentation here](https://huggingface.co/docs/hub/spaces)).
+This model has been trained with convnext_tiny_in22k with [Flowers-101 datasets in Kaggle](https://www.kaggle.com/competitions/tpu-getting-started).
 
-3. Join the fastai community on the [Fastai Discord](https://discord.com/invite/YKrxeNn)!
 
-Greetings fellow fastlearner 🤝! Don't forget to delete this content from your model card.
+## Intended uses & limitations
 
+- The model can be used be for classifying flowers only.
 
----
+**Limitations**
 
+- Even if the picture uploaded is not of a flower, you can can notice [it will be predicted as of flower](https://www.kaggle.com/competitions/tpu-getting-started).
+- The model on validation dataset has accuracy of 94.23%
 
-# Model card
+![image](https://user-images.githubusercontent.com/24592806/177065484-1fae6a79-5dbe-471a-8c86-9c5aaa336bc6.png)
 
-## Model description
-More information needed
-
-## Intended uses & limitations
-More information needed
 
 ## Training and evaluation data
-More information needed
+
+- The models has been trained and evaluated with [Flowers-101 datasets in Kaggle](https://www.kaggle.com/competitions/tpu-getting-started).
+- We used a Random Splitter to train and evaluate data