@echo off
echo ╔════════════════════════════════════════════╗
echo ║     MultiSense-DF — Environment Setup     ║
echo ╚════════════════════════════════════════════╝
echo.

echo [1/5] Installing PyTorch (CUDA 11.8)...
venv310\Scripts\python.exe -m pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118 --quiet
echo      Done.

echo [2/5] Installing ML packages...
venv310\Scripts\python.exe -m pip install transformers datasets librosa soundfile --quiet
echo      Done.

echo [3/5] Installing vision packages...
venv310\Scripts\python.exe -m pip install timm einops opencv-python scikit-learn --quiet
echo      Done.

echo [4/5] Installing API packages...
venv310\Scripts\python.exe -m pip install fastapi uvicorn python-multipart aiofiles --quiet
echo      Done.

echo [5/5] Installing utilities...
venv310\Scripts\python.exe -m pip install matplotlib seaborn tqdm pandas numpy --quiet
echo      Done.

echo.
echo ✓ Installation complete!
echo.
echo To activate: venv310\Scripts\activate
echo To run backend: venv310\Scripts\python.exe -m uvicorn app.backend.main:app --reload --port 8000
pause