Datasets:
Tasks:
Image Segmentation
Languages:
English
Size:
10K<n<100K
Tags:
referring-expression-segmentation
video-understanding
spatio-temporal
dynamic-scenes
instance-segmentation
License:
| """ | |
| Resolve COCO JSON paths under ``data/scenes/<scene>/`` after renames: | |
| - ``_annotations_fixed.coco.json`` -> ``_annotations_original.coco.json`` | |
| - ``_annotations_supplementary.coco.json`` -> ``_annotations_extended.coco.json`` | |
| ``extended`` adds annotations on the same images as ``original``; both may be present. | |
| """ | |
| from __future__ import annotations | |
| from pathlib import Path | |
| from typing import List, Optional | |
| # Single canonical file for frame list / image dimensions (first match wins). | |
| RESOLVE_ORDER: tuple[str, ...] = ( | |
| "_annotations_original.coco.json", | |
| "_annotations_extended.coco.json", | |
| "_annotations_fixed.coco.json", | |
| "_annotations.coco.json", | |
| ) | |
| # All COCO files to rasterize for per-instance masks (original then extended; skip legacy dup). | |
| MASK_GENERATION_ORDER: tuple[str, ...] = ( | |
| "_annotations_original.coco.json", | |
| "_annotations_extended.coco.json", | |
| "_annotations_fixed.coco.json", | |
| ) | |
| def resolve_scene_coco_annotation(scene_dir: Path) -> Optional[Path]: | |
| """One annotation file for frame_id / H,W lookup.""" | |
| for name in RESOLVE_ORDER: | |
| p = scene_dir / name | |
| if p.is_file(): | |
| return p | |
| return None | |
| def iter_scene_coco_for_masks(scene_dir: Path) -> List[Path]: | |
| """ | |
| COCO files to generate instance_masks from. Uses ``_annotations.coco.json`` only if | |
| no renamed file exists (older scenes). | |
| """ | |
| out: List[Path] = [] | |
| for name in MASK_GENERATION_ORDER: | |
| p = scene_dir / name | |
| if p.is_file(): | |
| out.append(p) | |
| if not out: | |
| p = scene_dir / "_annotations.coco.json" | |
| if p.is_file(): | |
| out.append(p) | |
| return out | |
| def open_coco_json(path: Path): | |
| import json | |
| for enc in ("utf-8-sig", "utf-8"): | |
| try: | |
| with path.open("r", encoding=enc) as f: | |
| return json.load(f) | |
| except UnicodeDecodeError: | |
| continue | |
| with path.open("r", encoding="utf-8", errors="replace") as f: | |
| return json.load(f) | |