added reset image and adjusted wording

Author: Your Name

content/learning-paths/microcontrollers/yolo-on-himax/_index.md

@@ -6,15 +6,15 @@ minutes_to_complete: 90
 who_is_this_for: This is an introduction topic for beginners on how to run a computervision application on an embedded device from Himax. This example uses an off-the-shelf Himax WiseEye2 module which is based on the Arm Cortex-M55 and Ethos-U85.
 
 learning_objectives: 
-    - Run Yolo model on off-the-shelf hardware based on the Arm Cortex-M55 and Ethos-U55
+    - Run Yolo model on off-the-shelf hardware that uses the Arm Cortex-M55 and Ethos-U55
     - Build Himax SDK and generate firmware image file
     - Update firmware on edge device (Himax WiseEye2)
 
 prerequisites:
     - Seeed Grove Vision AI V2 Module
     - OV5647-62 Camera module and included FPC cable
     - A USB-C cable
-    - An Linux-based PC on an x86 archiecture. 
+    - A Linux/Windows-based PC on an x86 archiecture. 
 
 author_primary: Chaodong Gong, Alex Su, Kieran Hejmadi
 
@@ -26,7 +26,7 @@ armips:
     - Ethos U55
 tools_software_languages:
     - Himax SDK
-    - bash scripting
+    - Bash
 operatingsystems:
     - Linux
 

content/learning-paths/microcontrollers/yolo-on-himax/_next-steps.md

@@ -1,22 +1,17 @@
 ---
-next_step_guidance: PLACEHOLDER TEXT 1
+next_step_guidance: Navigate Machine Learning Development with Ethos-U processors
 
-recommended_path: /learning-paths/PLACEHOLDER_CATEGORY/PLACEHOLDER_LEARNING_PATH/
+recommended_path: /learning-paths/microcontrollers/nav-mlek/
 
 further_reading:
     - resource:
-        title: PLACEHOLDER MANUAL 
-        link: PLACEHOLDER MANUAL LINK
+        title: Grove Vision AI Module V2 User Documentation
+        link: https://wiki.seeedstudio.com/grove_vision_ai_v2/
         type: documentation
     - resource:
-        title: PLACEHOLDER BLOG 
-        link: PLACEHOLDER BLOG LINK
+        title: WiseEye2 HX6538 processor blog (SoC powering Grove Vision AI Module V2) 
+        link: https://www.himax.com.tw/products/wiseeye-ai-sensing/wiseeye2-ai-processor/
         type: blog
-    - resource:
-        title: PLACEHOLDER GENERAL WEBSITE 
-        link: PLACEHOLDER GENERAL WEBSITE LINK
-        type: website
-
 
 # ================================================================================
 #       FIXED, DO NOT MODIFY

content/learning-paths/microcontrollers/yolo-on-himax/how-to-1.md

@@ -10,7 +10,9 @@ layout: learningpathall
 
 ### Step 1.1. Install Ubuntu
 
-This learning path has been tested on Ubuntu. If you use a Windows computer, it is recommended to install WSL, by searching Ubuntu 22.04.3 LTS in Microsoft store. This learning path has been validated on Ubuntu 22.04 LTS. However, we expect other linux distributions to work. To verify the Linux distribution you are using you can run the `cat /etc/*release*` command. 
+If you are running Windows on your host machine, we recommend using Ubuntu through Windows subsystem for Linux 2 (WSL2). Please see [this learning path](https://learn.arm.com/learning-paths/laptops-and-desktops/wsl2/setup/) for assistance  
+
+This learning path has been validated on Ubuntu 22.04 LTS. However, we expect other linux distributions to work. To verify the Linux distribution you are using you can run the `cat /etc/*release*` command. 
 
 ```bash
 cat /etc/*release*
@@ -27,7 +29,7 @@ DISTRIB_DESCRIPTION="Ubuntu 22.04.5 LTS"
 
 ### Step 1.2. (Optional) Install Microsoft VS Code
 
-This is only optional. You can use any text editor to view/change code. By typing “wsl” in VS Code terminal, you can switch to Linux environment.
+This is only optional. You can use any text editor you are comfortable with to view or edit code. By typing “wsl” in VS Code terminal, you can switch to Linux environment.
 
 ### Step 1.3. Install python 3
 

content/learning-paths/microcontrollers/yolo-on-himax/how-to-3.md

@@ -8,8 +8,9 @@ layout: learningpathall
 
 ## Flash The Firmware
 
-### Step 3.1. Install xmodem.
+Now that we have generated a firmware file on our local machine, we need to flash the microcontroller with this firmware. 
 
+### Step 3.1. Install xmodem.
 
 `Xmodem` is a basic file transfer protocol. Run the following command to install the dependencies for xmodem. 
 
@@ -28,14 +29,18 @@ Then, slide the FPC connector in with the metal pins facing down and close the d
 
 ![latched](./latched.jpg)
 
-Then connect the Groove Vision AI V2 Module to your computer via USB-C.
+Then connect the Groove Vision AI V2 Module to your computer via the USB-C cable.
 
-### Step 3.4. Flash the firmware by the following commands:
+### Step 3.4. Flash the firmware onto the moule.
+
+Run the python script below to flash the firmware. 
 
 ```python
 python xmodem\xmodem_send.py --port=[your COM number] --baudrate=921600 --protocol=xmodem --file=we2_image_gen_local\output_case1_sec_wlcsp\output.img 
 ```
 
-    Note: For each project, the command might be slightly different. See the instructions on project pages for this command.
+    Note: If running one of the other example models demonstrated in '(Optional) Try Different Models', the command might be slightly different.
+
+After the firmware image burning is completed, the message "Do you want to end file transmission and reboot system? (y)" is displayed. Press the reset button on the module as per the image below.
 
-After the firmware image burning is completed, the message "Do you want to end file transmission and reboot system? (y)" is displayed. Press the reset button on module to restart.
+![reset button](./reset_button.jpg)