Update README.md

README.md

@@ -22,9 +22,9 @@ Model classifies dogs given a pictures between 120 different breeds of dogs.
 
 <!-- Provide a longer summary of what this model is. -->
 
-This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+This is the model card of a 🤗 transformers model. This model takes in a picture of a dog, resizes it, and then classifies the dog as one of 120 dog breeds.
 
-- **Developed by:** [More Information Needed]
+- **Developed by:** [Wilson Ide]
 - **Funded by [optional]:** [More Information Needed]
 - **Shared by [optional]:** [More Information Needed]
 - **Model type:** [More Information Needed]
@@ -37,7 +37,6 @@ This is the model card of a 🤗 transformers model that has been pushed on the
 <!-- Provide the basic links for the model. -->
 
 - **Repository:** [More Information Needed]
-- **Paper [optional]:** [More Information Needed]
 - **Demo [optional]:** [More Information Needed]
 
 ## Uses
@@ -64,7 +63,7 @@ This is the model card of a 🤗 transformers model that has been pushed on the
 
 ## Bias, Risks, and Limitations
 
-<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+This model was only trained on the stanfor dogs dataset, which is not a super wide dataset. Additionally, it is only about 86% accurate.
 
 [More Information Needed]