requirements.txt

# ============================================================
# Multimodal Surveillance Intelligence System - Requirements
# Python 3.10+
# ============================================================

# --- Core API Framework ---
fastapi==0.115.0
uvicorn[standard]==0.30.6
python-multipart==0.0.9
websockets==12.0
httpx==0.27.2
pydantic==2.9.2
pydantic-settings==2.5.2

# --- Database ---
asyncpg==0.29.0
sqlalchemy[asyncio]==2.0.35

alembic==1.13.3
psycopg2-binary==2.9.9

# --- PyTorch (install separately for CUDA - see README) ---
# torch==2.4.1+cu124
# torchvision==0.19.1+cu124
# torchaudio==0.19.1+cu124

# --- HuggingFace Ecosystem ---
transformers==4.45.0
accelerate==0.34.2
datasets==3.0.1
tokenizers==0.20.0
safetensors==0.4.5
huggingface-hub==0.25.1
sentence-transformers==3.1.1

# --- Vision & Computer Vision ---
Pillow==10.4.0
opencv-python==4.10.0.84
numpy==1.26.4
scipy==1.14.1
scikit-image==0.24.0
torchvision
timm

# --- FAISS (install separately for GPU - see README) ---
# faiss-gpu  -> pip install faiss-gpu  (CUDA)
faiss-cpu

# --- Object Detection & Tracking ---
# ByteTrack / DeepSORT dependencies
filterpy==1.4.5
lapx==0.5.9.post1

# --- PyTorch Geometric (Graph Module) ---
# Install separately:
# pip install torch-geometric
# pip install torch-scatter torch-sparse -f https://data.pyg.org/whl/torch-2.4.1+cu124.html
torch-geometric==2.6.1

# --- Audio Processing ---
librosa==0.10.2
soundfile==0.12.1
pyaudio==0.2.14
torchaudio
openai-whisper

# --- NLP & Text Processing ---
nltk==3.9.1
spacy==3.8.2
tiktoken==0.7.0

# --- Logging & Monitoring ---
loguru==0.7.2
prometheus-client==0.21.0
rich==13.8.1

# --- Utilities ---
python-dotenv==1.0.1
aiofiles==24.1.0
anyio==4.6.2
tenacity==9.0.0
cachetools==5.5.0
click==8.1.7
tqdm==4.66.5
psutil==6.0.0
GPUtil==1.4.0
PyYAML==6.0.2

# --- Testing & Benchmarks ---
pytest==8.3.3
pytest-asyncio==0.24.0
locust==2.31.8

# --- Image & Annotation ---
matplotlib==3.9.2
seaborn==0.13.2