Scene collection · vehicle & sensors01
Road & vehicle data
ROAD & VEHICLE
Organize images, point clouds and context around road scenes, with defined coverage and equipment requirements.
DATA COLLECTION
Data collection services
Start with the scene.Build data for the task.
Turn model tasks into a plan for scenes, volumes and capture conditions. Confirm requirements in a pilot, then organize files, source records and quality checks by batch.
Scene collection · vehicle & sensors
BriefTask · scenes · constraints
ProcessPilot · records · checks
DeliveryFiles · indexes · manifests
ROAD DATA COLLECTION SETUP
FROM BRIEF TO DATACalibrate scenes and equipment in a pilot, then use consistent instructions for collection, review and delivery.
SERVICE SCOPE
Different sources. Clearly defined requirements.
Collection services organized around the model task. Agree on collection methods, equipment, locations and timing before the pilot.
02
Image & video data
IMAGE & VIDEO
Define subjects, capture conditions and distribution while retaining reviewable collection records.
03
Speech & language data
SPEECH & LANGUAGE
Use scripts and recording guidelines to define participation and file-review requirements.
04
Custom multimodal data
MULTIMODAL
Assess collection and association across modalities, preparing consistent indexes for downstream tasks.
COLLECTION SCENARIOS
Understand collection through the use case.
Switch scenarios to explore coverage dimensions, capture requirements and quality checks.
ROAD SCENES
ROAD SCENES
Define coverage before planning the batches.
Translate road, lighting and weather requirements into a collection plan with clear review criteria for the perception task.
- Scene dimensions
- Road types, lighting, weather and traffic participants.
- Collection brief
- Sensor setup, timestamps, sampling method and equipment records.
- Quality checks
- File integrity, usable images, temporal links and coverage manifests.
COLLECTION PLAN
A collection plan you can read and check.
Plan an initial road-perception batch with defined coverage, file requirements and review criteria for every collection target.
COL-001 · Initial pilot plan
PILOT PLAN| Scene combination | Planned volume | Review focus |
|---|---|---|
| Urban road · daytime | 60 clips | Participants and junction coverage |
| Urban road · nighttime | 30 clips | Low-light usability and exposure |
| Suburban road · daytime | 30 clips | Distant objects and varied backgrounds |
120 clips total · 20 seconds each · Three scene groups
Review target volumes by scene group and use the pilot to confirm routes, equipment settings and recollection criteria.
Data requirements
- Match every clip to a batch-index record
- Record scene tags, timing and equipment references
- Confirm naming, encoding and resolution in the pilot
Collection quality checks
- Check decoding and clip completeness
- Review duplicates, scene tags and coverage
- Log failed checks and the recollection approach
INPUTS & DELIVERABLES
Clear requirements. Defined deliverables.
Agree on the scope, then define files, indexes and review records. The sample below shows how a collection plan is organized.
Prepare for the first discussion
- Model task and intended use
- Scene dimensions, estimated volume and exclusions
- Output preferences, equipment and timing constraints
- Source permissions, access and data-handling needs
Possible delivery contents
- Collection files organized by batch
- Indexes, scene tags and association records
- Collection guidelines and equipment / calibration references
- Coverage checks, exception records and version manifests
PROCESS & QUALITY
Use a pilot to turn requirements into instructions.
Each stage has a reviewable output. Volume, timing, acceptance thresholds and responsibilities require project-specific agreement.
- 01
Define the brief
Clarify the task, scenes, source conditions and handover boundaries.
Output: brief & coverage draft - 02
Plan & pilot
Assess capture conditions and check a small batch against expectations.
Output: pilot samples & guidelines - 03
Collect in batches
Follow the agreed plan, recording equipment, scenes and exceptions.
Output: files & batch records - 04
Review & complete
Check integrity, usability and coverage, then identify missing items.
Output: review & issue lists - 05
Accept & deliver
Reconcile files and indexes, check formats and complete the handover.
Output: dataset & version notes
CUSTOMER CASE
From a scene gap to a first pilot plan.
COL-001 · Road perceptionA 120-clip pilot plan for a road-perception team organizes urban daytime, urban nighttime and suburban daytime targets, with checks for exposure, duplication and coverage.
- Need
- Define junction, low-light and distant-object coverage, with clear checks for each scene group.
- Approach
- Group the plan by scene and review duplicates, exposure and coverage against clear criteria.
- Deliverables
- A collection plan, coverage list, pilot requirements and review records.
120Clips · planned
3Scene groups
20 secClip length
FAQ
Before collection begins
01Can we start without a complete collection specification?
Start with the model task, use case and data gaps, then define coverage, documentation and a pilot scope.
02Can we run a pilot before scaling up?
A pilot can validate scenes, equipment and checks on a small batch. Volume, timing and cost are defined through project assessment.
03Can we specify equipment, locations, languages or scenes?
These can be assessed as requirements. Feasibility depends on equipment, field conditions, source permissions and project arrangements.
04What happens when collected data is incomplete or unsuitable?
Agree on checks and issue records during the pilot. Review usability, duplicates and gaps by batch, then decide on recollection, replacement or scope adjustments.
05How are data sources and handling agreed?
Clarify source conditions, participation, access, handover and retention before work starts. Record these arrangements in the project plan and update them as requirements change.
START WITH THE SCENE
Define the first batch around your use case.
Share the model task, scene scope and estimated volume to identify what the pilot should validate.
Discuss collection needsExplore data annotationStart with the task, scene scope and estimated volume.