Skip to content
Showcase/Scene Boundary Detection
intermediatevideo

Scene Boundary Detection

Identify scene boundaries in documentary and narrative videos. Annotators mark transitions between semantically coherent scenes based on visual, audio, and narrative cues.

Frame 847 / 3200Running01:12 - 01:28Segments:WalkRunStandActionWalkRunStandWalkSceneOutdoorIndoorDrag to create and label temporal segments

Archivo de configuraciónconfig.yaml

# Scene Boundary Detection Configuration
# Based on BBC Planet Earth Scene Dataset (Sidiropoulos et al., 2011)
# Task: Mark scene transitions in documentary videos

annotation_task_name: "Scene Boundary Detection"
task_dir: "."

data_files:
  - data.json
item_properties:
  id_key: "id"
  text_key: "video_url"

output_annotation_dir: "annotation_output/"
output_annotation_format: "json"

annotation_schemes:
  - name: "scene_boundaries"
    description: |
      Mark the START of each new scene. A scene is a semantically coherent
      segment unified by location, time, characters, or narrative topic.
    annotation_type: "video_annotation"
    mode: "keyframe"
    labels:
      - name: "scene_start"
        color: "#EF4444"
        key_value: "s"
      - name: "gradual_transition"
        color: "#F97316"
        key_value: "g"
      - name: "cut_transition"
        color: "#3B82F6"
        key_value: "c"
    frame_stepping: true
    show_timecode: true
    playback_rate_control: true

  - name: "scene_type"
    description: "What type of scene follows this boundary?"
    annotation_type: radio
    labels:
      - "Establishing shot"
      - "Action/Event"
      - "Dialogue/Interview"
      - "Transition/Montage"
      - "Credits/Title"

allow_all_users: true
instances_per_annotator: 30
annotation_per_instance: 2

annotation_instructions: |
  ## Scene Boundary Detection Task

  Mark where each new SCENE begins in the video.

  ### What defines a scene boundary?
  - Change in location or setting
  - Significant time jump
  - Change in main subject/topic
  - Narrative shift

  ### Transition Types:
  - **Cut**: Instantaneous change between shots
  - **Gradual**: Fade, dissolve, or wipe transition

  ### Tips:
  - A scene is NOT the same as a shot (scenes contain multiple shots)
  - Mark the FIRST frame of the new scene
  - Use frame stepping for precision

Datos de ejemplosample-data.json

[
  {
    "id": "scene_001",
    "video_url": "https://example.com/videos/nature_documentary_ep1.mp4",
    "title": "Planet Earth - Mountains Episode",
    "duration_seconds": 600
  },
  {
    "id": "scene_002",
    "video_url": "https://example.com/videos/nature_documentary_ep2.mp4",
    "title": "Planet Earth - Ocean Deep",
    "duration_seconds": 540
  }
]

Obtener este diseño

View on GitHub

Clone or download from the repository

Inicio rápido:

git clone https://github.com/davidjurgens/potato-showcase.git
cd potato-showcase/video/boundary-detection/scene-boundary-detection
potato start config.yaml

Detalles

Tipos de anotación

radiovideo_annotation

Dominio

Computer VisionVideo Understanding

Casos de uso

Scene DetectionVideo SegmentationContent Analysis

Etiquetas

videosceneboundarysegmentationdocumentary

¿Encontró un problema o desea mejorar este diseño?

Abrir un issue