analysis/failure_case_analysis/ov_coco/scripts/redraw_visualizations.sh

#!/bin/bash
set -e

# 仅重画可视化（不推理、不重新分析）
# 仅重画可视化（GT标签写入错误模型预测标签）
#
# Usage:
#   bash redraw_visualizations.sh [BACKBONE]
#
# Examples:
#   bash redraw_visualizations.sh vitb16
#   bash redraw_visualizations.sh vitl14

BACKBONE=${1:-vitb16}

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

ANN_FILE="$CLIPSELF_DIR/data/coco/zero-shot/instances_val2017_all_2.json"
IMG_DIR="$CLIPSELF_DIR/data/coco/val2017"

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

echo "========================================"
echo "Redraw Visualizations (Classification)"
echo "========================================"
echo "Backbone: $BACKBONE"
echo "Base Dir: $BASE_DIR"
echo ""

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

if [ ! -f "$COMPARISON_OUTPUT/unsolved_small_novel_cases.json" ]; then
    echo "ERROR: Missing cases file:"
    echo "  $COMPARISON_OUTPUT/unsolved_small_novel_cases.json"
    exit 1
fi

echo "[1/2] Advantage cases..."
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

echo ""
echo "[2/2] Unsolved cases..."
python "$BASE_DIR/visualize_comparison.py" \
    --cases "$COMPARISON_OUTPUT/unsolved_small_novel_cases.json" \
    --ann-file "$ANN_FILE" \
    --img-dir "$IMG_DIR" \
    --output "$VIS_BASE/unsolved" \
    --case-type unsolved \
    --dpi 150

echo ""
echo "Done."
echo "  - $VIS_BASE/advantage/index.html"
echo "  - $VIS_BASE/unsolved/index.html"