scripts/run_few_shot.sh

#!/bin/bash

# Few-shot Protocol Evaluation Script for LogSAD
# This script runs evaluation for all categories in the MVTEC LOCO dataset

# Dataset path
DATASET_PATH="/root/autodl-tmp/datasets/mvtec_loco_anomaly_detection"

# Categories to evaluate
CATEGORIES=("breakfast_box" "juice_bottle" "pushpins" "screw_bag" "splicing_connectors")

echo "Starting Few-shot Protocol Evaluation..."
echo "Dataset path: $DATASET_PATH"
echo "Categories: ${CATEGORIES[@]}"
echo "=================================="

# Main loop to iterate through all categories
for i in "${!CATEGORIES[@]}"; do
    category="${CATEGORIES[$i]}"
    current=$((i + 1))
    total=${#CATEGORIES[@]}
    
    echo "[$current/$total] Evaluating category: $category"
    echo "Command: python evaluation.py --module_path model_ensemble_few_shot --category $category --dataset_path $DATASET_PATH --viz"
    
    python evaluation.py --module_path model_ensemble_few_shot --category "$category" --dataset_path "$DATASET_PATH" --viz
    
    if [ $? -eq 0 ]; then
        echo "✓ Successfully completed evaluation for $category"
    else
        echo "✗ Failed to evaluate $category"
        exit 1
    fi
    
    echo "=================================="
done

echo "All categories evaluation completed!"
echo ""
echo "Results saved in results/ directory:"
echo "  - Combined results: results/few_shot_results.md"

echo "=================================="
echo "Computing average metrics across all categories..."

# Run the average computation script
python scripts/compute_averages.py

echo "✓ Average metrics computation completed"