Mapping water in Africa using satellite data
# Project Maji
## Road To SKA Project H
Mapping water in Africa using satellite data
## Setup
### 1. Create virtual environment
```bash
python3 -m venv .venv
source .venv/bin/activate # Linux/macOS
pip install --upgrade pip
```
### 2. Install PyTorch (choose your platform)
```bash
# macOS Apple Silicon (M1/M2/M3) - MPS acceleration
pip install torch torchvision
# Linux with NVIDIA GPU (CUDA 11.8)
pip install torch torchvision --index-url
download.pytorch.org
# Linux with NVIDIA GPU (CUDA 12.1)
pip install torch torchvision --index-url
download.pytorch.org
# CPU only (any platform)
pip install torch torchvision --index-url
download.pytorch.org
```
### 3. Install remaining dependencies
```bash
pip install -r requirements.txt
```