Merge pull request #119 from cyndwith/main

Updates to the RyzenAI-SW demos, examples and tutorials

Author: cyndwith

demo/multi-model-exec/README.md

@@ -74,6 +74,8 @@ This is the demo of showing multiple AI models running concurrently on Ryzen AI.
 
 Make sure you have met all the requirements by following the [Installation Instructions](https://ryzenai.docs.amd.com/en/latest/inst.html#).
 
+For step-by-step procedure for installing dependencies and building the demo from the source code following the [Multi Model instructions](../../example/multi-model/README.md)
+
 Download the onnx models and test image/video package, and unzip it under **<path_to_RyzenAI-SW>/demo/multi-model-exec/npu_modelsx4_demo/**
 
 
@@ -129,23 +131,54 @@ Download the onnx models and test image/video package, and unzip it under **<pat
 ## 4 Run The Demo
 
 Please note that all the steps mentioned here need to be performed in ***Windows CMD Prompt***. You can load and run the models one by one: 
+
+Run the MobileNet V2 based classification model:
+
+```bash
+cd npu_modelsx4_demo
 run_mobile_net_v2.bat
+```
 
 ![MobilenetV2](images/mobilenet_V2.jpg)
 
+Run the ResNet50 based classification model:
+
+```bash
 run_resnet50.bat
+```
+
 ![Resnet50](images/resnet50.jpg)
+
+Run the RetinaFace model for face detection:
+
+```bash
 run_retinaface.bat
+```
+
 ![Retinaface](images/retina.jpg)
+
+Run the segmentation model:
+
+```bash
 run_segmentation.bat
+```
+
 ![Segmentation](images/segmentation.jpg)
 
+Run the YOLO based object detection model:
+
+```bash
 run_yolovx.bat
+```
+
 ![yolox](images/yolox.jpg)
 
-or you can load and run multiple models at the same time: 
+or you can load and run multiple models at the same time:
 
+```bash
 run_modelx4.bat
+```
+
 ![modelsx4](images/modelsx4.jpg)
 
 ## 5 Know Issues