analysis/failure_case_analysis/ov_lvis/scripts/run_visualization.sh

#!/bin/bash
set -e

# OV-LVIS 可视化与报告（基于分析结果）

BACKBONE=${1:-vitb16}

BASE_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
CLIPSELF_DIR="$(cd "$BASE_DIR/../../CLIPSelf/F-ViT" && pwd)"

ANN_FILE="/opt/tiger/xiaomoguhzz/lvis_v1/annotations/lvis_v1_val.json"
IMG_DIR="/opt/tiger/xiaomoguhzz/standard_coco"

COMPARISON_OUTPUT="$BASE_DIR/analysis_output/comparison_${BACKBONE}"
VIS_BASE="$BASE_DIR/analysis_output/visualizations_${BACKBONE}"
REPORT_OUTPUT="$BASE_DIR/analysis_output/paper_report_${BACKBONE}"

if [ ! -f "$COMPARISON_OUTPUT/top_advantage_cases.json" ]; then
    echo "Error: Missing analysis file: $COMPARISON_OUTPUT/top_advantage_cases.json"
    exit 1
fi

if [ ! -f "$COMPARISON_OUTPUT/unsolved_rare_cases.json" ]; then
    echo "Error: Missing analysis file: $COMPARISON_OUTPUT/unsolved_rare_cases.json"
    exit 1
fi

echo "========================================"
echo "OV-LVIS Visualization"
echo "========================================"
echo "Backbone: $BACKBONE"
echo ""

python "$BASE_DIR/visualize_comparison.py" \
    --cases "$COMPARISON_OUTPUT/top_advantage_cases.json" \
    --ann-file "$ANN_FILE" \
    --img-dir "$IMG_DIR" \
    --output "$VIS_BASE/advantage" \
    --case-type advantage \
    --dpi 150

python "$BASE_DIR/visualize_comparison.py" \
    --cases "$COMPARISON_OUTPUT/unsolved_rare_cases.json" \
    --ann-file "$ANN_FILE" \
    --img-dir "$IMG_DIR" \
    --output "$VIS_BASE/unsolved" \
    --case-type unsolved \
    --dpi 150

python "$BASE_DIR/generate_paper_report.py" \
    --statistics "$COMPARISON_OUTPUT/statistics.json" \
    --output "$REPORT_OUTPUT" \
    --dpi 300

echo ""
echo "Visualization saved to:"
echo "  - $VIS_BASE/advantage"
echo "  - $VIS_BASE/unsolved"
echo "Report saved to: $REPORT_OUTPUT"