Update README.md

README.md

@@ -14,12 +14,12 @@ license: mit
 - updateHFtemplate
   - Used this file to update the above files in the Hugging Face repository
   - The weights file did not update properly using standard Git, so we used Hugging Face Hub with this file to properly update the repo
-    - Could also use Git LFS instead
+    - Could also use Git LFS instead.
   - You will need a personal access token to use the file. Mine has been removed for security purposes.
 - testModelWeights.ipynb, testData
-  - Converts the weights file into the model
-  - Test the model on a folder of images with names of the subfolders representing classes
-    - We created an easy to use collection of images called "testData"
+  - Converts the weights file into the model.
+  - Test the model on a folder of images with names of the subfolders representing classes.
+    - We created an easy to use collection of images called "testData."
     
 
 ## Neccessary Package
@@ -31,8 +31,8 @@ license: mit
       - huggingface_hub
 
 ## Running
-  - You can run this model using the Hugging Face Space: CSSE416-final-project/faceRecogModel
+  - You can run this model using the Hugging Face Space: CSSE416-final-project/faceRecogModel.
     - You can upload images through the Space UI.
-  - Alternatively, if you want to test the model locally, you can use "testModelWeights.ipynb"
-    - You might be able to run the notebook on CoLab as well
+  - Alternatively, if you want to test the model locally, you can download the repo and run "testModelWeights.ipynb."
+    - You can run the notebook on CoLab as well, if you change the dataset reference to be a filepath on your computer.