Upload README.md with huggingface_hub

README.md

@@ -11,7 +11,7 @@ tags:
 
 ---
 
-![](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mnasnet05/web-assets/banner.png)
+![](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mnasnet05/web-assets/model_demo.png)
 
 # MNASNet05: Optimized for Mobile Deployment
 ## Imagenet classifier and general purpose backbone
@@ -187,7 +187,7 @@ With the output of the model, you can compute like PSNR, relative errors or
 spot check the output with expected output.
 
 **Note**: This on-device profiling and inference requires access to Qualcomm®
-AI Hub. [Sign up for early access](https://aihub.qualcomm.com/sign-up).
+AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
 
 
 ## Run demo on a cloud-hosted device