GeoIntel-satellite_military_asset_classification_CNN/requirements.txt at main · kbhujbal/GeoIntel-satellite_military_asset_classification_CNN · GitHub

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# GeoIntel - Satellite Military Asset Classification
# ===================================================

# Core ML Framework
ultralytics>=8.0.0          # YOLOv8 - Object Detection Model
torch>=2.0.0                # PyTorch - Deep Learning Framework
torchvision>=0.15.0         # Computer Vision Utilities

# SAHI - Slicing Aided Hyper Inference (CRITICAL)
sahi>=0.11.0                # Small object detection via tiling

# Image Processing
opencv-python>=4.8.0        # OpenCV - Image I/O and Processing
Pillow>=10.0.0              # PIL - Image manipulation
numpy>=1.24.0               # Numerical operations

# Configuration & Data
PyYAML>=6.0                 # YAML configuration parsing
python-dotenv>=1.0.0        # Environment variables

# Visualization
matplotlib>=3.7.0           # Plotting and visualization
seaborn>=0.12.0             # Statistical visualization

# Jupyter Support
jupyter>=1.0.0              # Jupyter notebooks
ipywidgets>=8.0.0           # Interactive widgets

# GIS / Geospatial (Optional)
# geojson>=3.0.0            # GeoJSON export
# rasterio>=1.3.0           # Geospatial raster I/O
# shapely>=2.0.0            # Geometric operations

# Logging & Monitoring
tqdm>=4.65.0                # Progress bars
tensorboard>=2.13.0         # Training visualization

# Development Tools
pytest>=7.0.0               # Testing
black>=23.0.0               # Code formatting
flake8>=6.0.0               # Linting