fix(yolo-win-wsl): resolve deploy.bat crashes, usbipd PATH resolution, and litert import discrepancy

Author: solderzzc

skills/detection/yolo-detection-2026-coral-tpu-win-wsl/deploy.bat

@@ -20,7 +20,7 @@ if %errorlevel% neq 0 (
 
     where wsl >nul 2>nul
     if %errorlevel% neq 0 (
-        call :ColorText 0C "ERROR: WSL is still not installed. Aborting deployment."
+        echo ERROR: WSL is still not installed. Aborting deployment.
         exit /b 1
     )
 )
@@ -32,9 +32,13 @@ if %errorlevel% neq 0 (
     set /p DUMMY="Waiting for user to install usbipd and click Done..."
 
     where usbipd >nul 2>nul
-    if %errorlevel% neq 0 (
-        call :ColorText 0C "ERROR: usbipd is still not installed. Aborting deployment."
-        exit /b 1
+    if !errorlevel! neq 0 (
+        if exist "C:\Program Files\usbipd-win\usbipd.exe" (
+            set "PATH=%PATH%;C:\Program Files\usbipd-win\"
+        ) else (
+            echo ERROR: usbipd is still not installed. Aborting deployment.
+            exit /b 1
+        )
     )
 )
 
@@ -54,7 +58,7 @@ echo.
 echo [2/4] Initializing WSL Python 3.9 environment...
 wsl -u root -e bash -c "apt-get update && apt-get install -y software-properties-common curl wget libusb-1.0-0 && add-apt-repository -y ppa:deadsnakes/ppa && apt-get update && apt-get install -y python3.9 python3.9-venv python3.9-distutils"
 if %errorlevel% neq 0 (
-    call :ColorText 0C "ERROR: Failed to install Python 3.9 in WSL. Ensure you have internet access and WSL is running Ubuntu."
+    echo ERROR: Failed to install Python 3.9 in WSL. Ensure you have internet access and WSL is running Ubuntu.
     exit /b 1
 )
 
@@ -63,26 +67,20 @@ echo.
 echo [3/4] Creating Virtual Environment...
 wsl -e bash -c "cd '%DIR_PATH%' && python3.9 -m venv wsl_venv"
 if %errorlevel% neq 0 (
-    call :ColorText 0C "ERROR: Failed to create venv."
+    echo ERROR: Failed to create venv.
     exit /b 1
 )
 
 :: 7. Install Python Packages and EdgeTPU Lib
 echo.
-echo [4/4] Installing tflite-runtime and Coral TPU drivers...
-wsl -e bash -c "cd '%DIR_PATH%' && source wsl_venv/bin/activate && curl -sS https://bootstrap.pypa.io/get-pip.py | python3.9 && python3.9 -m pip install tflite-runtime==2.14.0 numpy pillow"
+echo [4/4] Installing Python requirements and Coral TPU drivers...
+wsl -e bash -c "cd '%DIR_PATH%' && source wsl_venv/bin/activate && curl -sS https://bootstrap.pypa.io/get-pip.py | python3.9 && python3.9 -m pip install -r requirements.txt"
 wsl -u root -e bash -c "cd '%DIR_PATH%' && wget -qO libedgetpu.deb https://packages.cloud.google.com/apt/pool/coral-edgetpu-stable/libedgetpu1-max_16.0_amd64_0ac21f1924dd4b125d5cfc5f6d0e4a5e.deb && dpkg -x libedgetpu.deb ext && cp ext/usr/lib/x86_64-linux-gnu/libedgetpu.so.1.0 libedgetpu.so.1 && rm -rf ext libedgetpu.deb"
 
 echo.
-call :ColorText 0A "SUCCESS: Windows WSL Deployment Complete!"
+echo.
+echo SUCCESS: Windows WSL Deployment Complete!
 echo.
 echo Aegis-AI is ready to trigger the detection node natively on WSL!
 echo You can safely close this terminal.
 exit /b 0
-
-:ColorText
-<nul set /p ".=%DEL%" > "%~2"
-findstr /v /a:%1 /R "^$" "%~2" nul
-del "%~2" > nul 2>&1
-echo.
-goto :eof

skills/detection/yolo-detection-2026-coral-tpu-win-wsl/scripts/detect.py

@@ -32,10 +32,14 @@
 HAS_LITERT = False
 
 try:
-    import tflite_runtime.interpreter as litert # interpreter as litert
+    import ai_edge_litert.interpreter as litert # Modern LiteRT (rebranded)
     HAS_LITERT = True
 except ImportError:
-    sys.stderr.write("[coral-detect] WARNING: ai-edge-litert not installed\n")
+    try:
+        import tflite_runtime.interpreter as litert # Legacy PyCoral/TF
+        HAS_LITERT = True
+    except ImportError:
+        sys.stderr.write("[coral-detect] WARNING: ai-edge-litert or tflite_runtime not installed\n")
 
 
 def log(message: str) -> None: