scripts/run_panorama_sfm_from_frames.sh

#!/usr/bin/env bash
set -euo pipefail

# Run COLMAP's panorama_sfm.py on frames prepared as:
#   DATA_ROOT/<split>/<scene>/<clip_id>/images/%04d.jpg
#
# Required:
#   DATA_ROOT    Root containing train/test scene folders.
#   PANO_SCRIPT  Path to COLMAP's python/examples/panorama_sfm.py.
#
# Optional:
#   OUT_ROOT            Output root. Defaults to DATA_ROOT.
#   GPU_IDS             Space-separated GPU ids. Defaults to "0".
#   MATCHER             COLMAP matcher. Defaults to "sequential".
#   PANO_RENDER_TYPE    Defaults to "non-overlapping".
#   SPLIT_FILTER        train | test | all. Defaults to all.
#   MIN_IMAGES          Minimum panoramic frames per sequence. Defaults to 2.

DATA_ROOT="${DATA_ROOT:-}"
OUT_ROOT="${OUT_ROOT:-$DATA_ROOT}"
PANO_SCRIPT="${PANO_SCRIPT:-}"
GPU_IDS="${GPU_IDS:-0}"
MATCHER="${MATCHER:-sequential}"
PANO_RENDER_TYPE="${PANO_RENDER_TYPE:-non-overlapping}"
SPLIT_FILTER="${SPLIT_FILTER:-all}"
MIN_IMAGES="${MIN_IMAGES:-2}"
MASTER_LOG="$OUT_ROOT/panorama_sfm.log"

if [[ -z "$DATA_ROOT" ]]; then
  echo "[ERROR] DATA_ROOT is required"
  exit 1
fi

if [[ -z "$PANO_SCRIPT" || ! -f "$PANO_SCRIPT" ]]; then
  echo "[ERROR] PANO_SCRIPT must point to COLMAP's panorama_sfm.py"
  exit 1
fi

if [[ "$SPLIT_FILTER" != "train" && "$SPLIT_FILTER" != "test" && "$SPLIT_FILTER" != "all" ]]; then
  echo "[ERROR] SPLIT_FILTER must be train, test, or all"
  exit 1
fi

mkdir -p "$OUT_ROOT"
IFS=' ' read -r -a GPU_ID_LIST <<< "$GPU_IDS"
declare -A GPU_PIDS

has_complete_sparse() {
  local out_dir="$1"
  [[ -f "$out_dir/sparse/0/cameras.bin" && -f "$out_dir/sparse/0/images.bin" && -f "$out_dir/sparse/0/points3D.bin" ]]
}

wait_for_free_gpu() {
  while true; do
    for gpu in "${GPU_ID_LIST[@]}"; do
      local pid="${GPU_PIDS[$gpu]-}"
      if [[ -z "$pid" ]] || ! kill -0 "$pid" 2>/dev/null; then
        GPU_PIDS[$gpu]=""
        echo "$gpu"
        return 0
      fi
    done
    sleep 3
  done
}

start_colmap_job() {
  local gpu="$1"
  local img_dir="$2"
  local out_dir="$3"
  local desc="$4"

  mkdir -p "$out_dir"
  echo "[INFO] COLMAP start GPU=$gpu $desc" | tee -a "$MASTER_LOG"
  (
    set +e
    export CUDA_VISIBLE_DEVICES="$gpu"
    python "$PANO_SCRIPT" \
      --input_image_path "$img_dir" \
      --output_path "$out_dir" \
      --matcher "$MATCHER" \
      --pano_render_type "$PANO_RENDER_TYPE" \
      > "$out_dir/run.log" 2>&1
    status=$?
    if [[ "$status" -ne 0 ]]; then
      echo "[WARN] COLMAP failed status=$status $out_dir" >> "$MASTER_LOG"
    else
      echo "[INFO] COLMAP done $out_dir" >> "$MASTER_LOG"
    fi
  ) &
  GPU_PIDS["$gpu"]=$!
}

LIST_TSV="$OUT_ROOT/panorama_sfm_list.tsv"

python - <<'PY' "$DATA_ROOT" "$LIST_TSV" "$SPLIT_FILTER"
import os
import sys

data_root, out_path, split_filter = sys.argv[1:4]
splits = ("train", "test") if split_filter == "all" else (split_filter,)
rows = []

for split in splits:
    split_dir = os.path.join(data_root, split)
    if not os.path.isdir(split_dir):
        continue
    for scene in sorted(os.listdir(split_dir)):
        scene_dir = os.path.join(split_dir, scene)
        if not os.path.isdir(scene_dir):
            continue
        for clip_id in sorted(os.listdir(scene_dir)):
            clip_dir = os.path.join(scene_dir, clip_id)
            img_dir = os.path.join(clip_dir, "images")
            if os.path.isdir(img_dir):
                rows.append((split, scene, clip_id, img_dir))

os.makedirs(os.path.dirname(out_path), exist_ok=True)
with open(out_path, "w", encoding="utf-8") as f:
    for row in rows:
        f.write("\t".join(row) + "\n")
PY

echo "[INFO] DATA_ROOT=$DATA_ROOT" | tee -a "$MASTER_LOG"
echo "[INFO] OUT_ROOT=$OUT_ROOT" | tee -a "$MASTER_LOG"
echo "[INFO] PANO_SCRIPT=$PANO_SCRIPT" | tee -a "$MASTER_LOG"
echo "[INFO] GPU_IDS=$GPU_IDS MATCHER=$MATCHER PANO_RENDER_TYPE=$PANO_RENDER_TYPE SPLIT_FILTER=$SPLIT_FILTER" | tee -a "$MASTER_LOG"

exec 3< "$LIST_TSV"
while IFS=$'\t' read -r split scene clip_id img_dir <&3; do
  [[ -z "$split" ]] && continue

  img_count=$(find "$img_dir" -maxdepth 1 -type f \( -iname '*.jpg' -o -iname '*.jpeg' -o -iname '*.png' \) | wc -l | tr -d ' ')
  if [[ "$img_count" -lt "$MIN_IMAGES" ]]; then
    echo "[WARN] too few images count=$img_count $img_dir" | tee -a "$MASTER_LOG"
    continue
  fi

  out_dir="$OUT_ROOT/$split/$scene/$clip_id/colmap_nonoverlap"
  if has_complete_sparse "$out_dir"; then
    echo "[INFO] skip existing $out_dir" | tee -a "$MASTER_LOG"
    continue
  fi

  gpu=$(wait_for_free_gpu)
  start_colmap_job "$gpu" "$img_dir" "$out_dir" "$split/$scene/$clip_id images=$img_count"
done
exec 3<&-

for gpu in "${GPU_ID_LIST[@]}"; do
  pid="${GPU_PIDS[$gpu]-}"
  if [[ -n "$pid" ]]; then
    wait "$pid" || true
  fi
done

echo "[INFO] done $(date '+%F %T')" | tee -a "$MASTER_LOG"