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setup_env.sh
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73 lines (61 loc) · 2.29 KB
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#!/bin/bash
# InnovateX Document Detection - Linux/macOS Setup Script
# Run this script to set up your development environment
set -e # Exit on error
echo "========================================"
echo "InnovateX Document Detection Setup"
echo "========================================"
echo ""
# Check if conda is installed
if ! command -v conda &> /dev/null; then
echo "Error: Conda not found. Please install Anaconda or Miniconda."
echo "Download from: https://www.anaconda.com/download"
exit 1
fi
echo "Step 1: Creating conda environment..."
conda create -n innovatex python=3.9 -y
echo ""
echo "Step 2: Activating environment..."
source "$(conda info --base)/etc/profile.d/conda.sh"
conda activate innovatex
echo ""
echo "Step 3: Installing PyTorch with CUDA 12.1..."
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121
echo ""
echo "Step 4: Installing YOLOv5 and dependencies..."
pip install yolov5
echo ""
echo "Step 5: Installing additional requirements..."
pip install pdf2image pillow opencv-python pandas matplotlib jupyter
echo ""
echo "Step 6: Installing Poppler (for PDF conversion)..."
if [[ "$OSTYPE" == "linux-gnu"* ]]; then
echo "Detected Linux. Installing poppler-utils..."
sudo apt-get update && sudo apt-get install -y poppler-utils
elif [[ "$OSTYPE" == "darwin"* ]]; then
echo "Detected macOS. Installing poppler via Homebrew..."
if command -v brew &> /dev/null; then
brew install poppler
else
echo "Warning: Homebrew not found. Please install Poppler manually."
echo "Visit: https://formulae.brew.sh/formula/poppler"
fi
else
echo "Warning: Unknown OS. Please install Poppler manually."
fi
echo ""
echo "Step 7: Verifying installation..."
python -c "import torch; print(f'PyTorch: {torch.__version__}'); print(f'CUDA Available: {torch.cuda.is_available()}'); print(f'GPU: {torch.cuda.get_device_name(0) if torch.cuda.is_available() else \"None\"}')"
echo ""
echo "========================================"
echo "Setup Complete!"
echo "========================================"
echo ""
echo "Environment 'innovatex' is ready to use."
echo ""
echo "To activate the environment, run:"
echo " conda activate innovatex"
echo ""
echo "To start Jupyter Notebook, run:"
echo " jupyter notebook"
echo ""