#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Prepare SPAR-style layout from an official ScanNet installation (no original files uploaded). Target layout (created locally): spar/ scannet/ images/ scene0000_00/ image_color/ -> link/copy from scans/scene0000_00/color image_depth/ -> link/copy from scans/scene0000_00/depth (if --rgbd) intrinsic/ -> link/copy from scans/scene0000_00/intrinsic (if --rgbd) pose/ -> link/copy from scans/scene0000_00/pose (if --rgbd) video_color/ -> built from video_idx.txt as frame{i}_{idx}.jpg (if --use-video-idx) video_depth/ -> reserved directory (if --rgbd) video_pose/ -> reserved directory (if --rgbd) video_idx.txt -> from --video-idx-root//video_idx.txt or empty placeholder Notes ----- - When --use-video-idx is enabled, we read each integer index from `video_idx.txt` and pick the corresponding source image from `image_color/`, then materialize: video_color/frame{i}_{idx}.jpg Example: indices [0, 35, 70, 106] → frame0_0.jpg, frame1_35.jpg, ... - Source matching is robust to common ScanNet filename styles: `174.jpg`, `000174.jpg`, `frame-000174.color.jpg`, etc. - By default we create **symlinks**; add `--copy` to duplicate files instead. USAGE (examples) ---------------- # 1) Minimal (RGB only), all scenes, symlinks: python tools/prepare_scannet_layout.py \ --scannet-root /path/to/scannet \ --out-root spar/scannet/images # 2) RGBD (also link/copy depth/intrinsic/pose): python tools/prepare_scannet_layout.py \ --scannet-root /path/to/scannet \ --out-root spar/scannet/images \ --rgbd # 3) Use an existing video_idx.txt to populate video_color/ # (your idx files live in spar-jsonl/scannet/images//video_idx.txt) python tools/prepare_scannet_layout.py \ --scannet-root /path/to/scannet \ --out-root spar/scannet/images \ --use-video-idx \ --video-idx-root spar-jsonl/scannet/images # 4) Only selected scenes (one per line in scenes.txt), copy instead of symlink, dry-run first: python tools/prepare_scannet_layout.py \ --scannet-root /path/to/scannet \ --out-root spar/scannet/images \ --scenes-list scenes.txt \ --copy \ --dry-run # 5) Customize filename patterns if your ScanNet color/depth names differ: python tools/prepare_scannet_layout.py \ --scannet-root /path/to/scannet \ --out-root spar/scannet/images \ --rgbd \ --use-video-idx --video-idx-root spar-jsonl/scannet/images \ --color-pattern "*.jpg" \ --depth-pattern "*.png" Arguments --------- --scannet-root PATH Path to official ScanNet root (contains scans/sceneXXXX_XX/...). --out-root PATH Output root for SPAR-style layout (e.g., spar/scannet/images). --rgbd Also prepare depth/intrinsic/pose (+ create video_depth/video_pose dirs). --use-video-idx Build video_color/ as frame{i}_{idx}.jpg using video_idx.txt. --video-idx-root PATH Root containing /video_idx.txt (default: use //video_idx.txt). --scenes-list FILE Optional file listing scene IDs to include (one per line). --copy Copy files instead of creating symlinks (default is symlink). --dry-run Print planned actions without writing anything. --color-pattern STR Glob for color images inside color/ (default: *.jpg). --depth-pattern STR Glob for depth images inside depth/ (default: *.png). Caveats ------- - This script **does not** upload any ScanNet content; it only organizes your **local** installation. - If you previously committed original images to your repo, remove them and clean history (e.g., git lfs/filter-repo). - `video_depth/` and `video_pose/` are created as placeholders; extend the script similarly if you later want to materialize depth-based frames with the same index list. """ import argparse, os, shutil, sys, re, subprocess from pathlib import Path from typing import List, Optional def parse_args(): p = argparse.ArgumentParser(description="Prepare SPAR-style layout from ScanNet") p.add_argument("--scannet-root", type=Path, required=True) p.add_argument("--out-root", type=Path, required=True) p.add_argument("--rgbd", action="store_true") p.add_argument("--copy", action="store_true", help="copy instead of symlink") p.add_argument("--dry-run", action="store_true") p.add_argument("--scenes-list", type=Path, default=None) p.add_argument("--color-pattern", default="*.jpg") p.add_argument("--depth-pattern", default="*.png") p.add_argument("--use-video-idx", action="store_true", help="Read video_idx.txt and materialize video_color as frame{i}_{idx}.jpg") p.add_argument("--video-idx-root", type=Path, default=None, help="Root that contains /video_idx.txt (e.g. spar-jsonl/scannet/images). " "Default: use --out-root//video_idx.txt") return p.parse_args() def read_scenes_list(path: Optional[Path]) -> List[str]: if not path or not path.exists(): return [] return [ln.strip() for ln in path.read_text(encoding="utf-8").splitlines() if ln.strip()] def ensure_dir(d: Path, dry=False): if dry: print(f"[DRY] mkdir -p {d}"); return d.mkdir(parents=True, exist_ok=True) def remove_if_exists(p: Path, dry=False): if not p.exists() and not p.is_symlink(): return if dry: print(f"[DRY] rm -rf {p}"); return if p.is_symlink() or p.is_file(): p.unlink() else: shutil.rmtree(p) def link_or_copy(src: Path, dst: Path, do_copy: bool, dry=False): if not src.exists(): print(f"[WARN] Missing source: {src}"); return if dst.exists() or dst.is_symlink(): remove_if_exists(dst, dry) ensure_dir(dst.parent, dry) if dry: print(f"[DRY] {'copy' if do_copy else 'symlink'} {src} -> {dst}"); return if do_copy: if src.is_dir(): shutil.copytree(src, dst, dirs_exist_ok=True) else: shutil.copy2(src, dst) else: dst.symlink_to(src.resolve(), target_is_directory=src.is_dir()) _num_name_re = re.compile(r"(\d+)(?:\.\w+)?$") def _candidate_color_files(color_dir: Path, idx: int) -> List[Path]: cands = [] cands.append(color_dir / f"{idx}.jpg") cands.append(color_dir / f"{idx:06d}.jpg") cands.append(color_dir / f"{idx}.png") cands.append(color_dir / f"{idx:06d}.png") for p in color_dir.glob("*.jpg"): m = _num_name_re.search(p.stem) if m and int(m.group(1)) == idx: cands.append(p) for p in color_dir.glob("*.png"): m = _num_name_re.search(p.stem) if m and int(m.group(1)) == idx: cands.append(p) seen, uniq = set(), [] for p in cands: if p.exists() and p not in seen: uniq.append(p); seen.add(p) return uniq def build_video_color_from_idx(color_dir: Path, video_dir: Path, idx_file: Path, do_copy: bool, dry=False): if not idx_file.exists(): print(f"[WARN] video_idx.txt not found: {idx_file}"); return ensure_dir(video_dir, dry) lines = [ln.strip() for ln in idx_file.read_text(encoding="utf-8").splitlines() if ln.strip()] kept = 0 for i, ln in enumerate(lines): try: idx = int(ln) except ValueError: print(f"[WARN] bad line in {idx_file}: {ln}"); continue cands = _candidate_color_files(color_dir, idx) if not cands: print(f"[WARN] no source for idx={idx} in {color_dir}") continue src = cands[0] dst = video_dir / f"frame{i}_{idx}{src.suffix.lower()}" link_or_copy(src, dst, do_copy, dry) kept += 1 print(f"[INFO] video_color built: {kept} frames from {len(lines)} indices") def main(): args = parse_args() scans_dir = args.scannet_root / "scans" if not scans_dir.exists(): print(f"[ERR] Expecting {scans_dir}"); sys.exit(1) allow = set(read_scenes_list(args.scenes_list)) if allow: print(f"[INFO] Filtering {len(allow)} scenes") for scene_dir in sorted(scans_dir.glob("scene*_*")): scene = scene_dir.name if allow and scene not in allow: continue print(f"[SCENE] {scene}") out_scene = args.out_root / scene color_src = scene_dir / "image" / "color" depth_src = scene_dir / "image" / "depth" intr_src = scene_dir / "image" / "intrinsic" pose_src = scene_dir / "image" / "pose" color_dst = out_scene / "image_color" depth_dst = out_scene / "image_depth" intr_dst = out_scene / "intrinsic" pose_dst = out_scene / "pose" vcolor_dir = out_scene / "video_color" vdepth_dir = out_scene / "video_depth" vpose_dir = out_scene / "video_pose" vidx_default = out_scene / "video_idx.txt" ensure_dir(out_scene, args.dry_run) if color_src.exists(): link_or_copy(color_src, color_dst, args.copy, args.dry_run) else: print(f"[WARN] Missing color/: {color_src}") if args.rgbd: if depth_src.exists(): link_or_copy(depth_src, depth_dst, args.copy, args.dry_run) else: print(f"[WARN] Missing depth/: {depth_src}") if intr_src.exists(): link_or_copy(intr_src, intr_dst, args.copy, args.dry_run) else: print(f"[WARN] Missing intrinsic/: {intr_src}") if pose_src.exists(): link_or_copy(pose_src, pose_dst, args.copy, args.dry_run) else: print(f"[WARN] Missing pose/: {pose_src}") ensure_dir(vcolor_dir, args.dry_run) if args.rgbd: ensure_dir(vdepth_dir, args.dry_run) ensure_dir(vpose_dir, args.dry_run) idx_file = vidx_default if args.video_idx_root is not None: idx_candidate = args.video_idx_root / scene / "video_idx.txt" if idx_candidate.exists(): idx_file = idx_candidate if args.use_video_idx: build_video_color_from_idx(color_dst, vcolor_dir, idx_file, args.copy, args.dry_run) else: ensure_dir(vidx_default.parent, args.dry_run) if args.dry_run: print(f"[DRY] touch {vidx_default}") else: if not vidx_default.exists(): vidx_default.write_text("", encoding="utf-8") print(f"[DONE] Output root: {args.out_root.resolve()}") if __name__ == "__main__": main()