Custom Dataset Production
Plan a Focused Collection Program
Define the scenes, region, capture conditions, metadata, quality criteria, and delivery format required by your project.
Pricing & Access
Custom Real-World Data Production
We build focused field-data programs around the environments, interactions, viewpoints, metadata, and quality criteria your model requires.
When suitable coverage already exists, your team can begin with a ready evaluation dataset before moving into a custom production program.
Ready Evaluation Datasets
Review Existing Coverage
Inspect representative footage, structured metadata, release documentation, and available evaluation packages.
A short description of the missing data condition is enough to begin an initial feasibility review.
Ready Dataset Access
Ready Evaluation Datasets
Review selected datasets collected through our Bangladesh field operations. Evaluate representative footage, metadata depth, documentation, and delivery structure before moving into broader licensing or a custom production program.
01
Dense Urban Traffic
Mixed road users, informal lane behavior, intersections, motorcycles, rickshaws, buses, pedestrians, and close-proximity interactions.
● Available for evaluation
02
Night & Low-Light Roads
Variable illumination, headlights, roadside lighting, visibility changes, motion blur, and difficult nighttime traffic conditions.
● Existing coverage reviewed on request
03
Dense Markets & Crowds
Crowded commercial streets, roadside activity, pedestrian congestion, partial occlusion, and weakly structured human–vehicle interaction.
● Collection in progress
Technical Sample
Review the Data Structure First
A small representative sample for teams that need to inspect footage, metadata structure, documentation, and delivery format.
- Representative MP4 footage
- Structured metadata example
- Schema and field preview
- Example release documentation
Evaluation Dataset License
Bangladesh Urban Traffic Evaluation Dataset
$500
Fixed dataset license
A structured, ready-to-evaluate package for model testing, research, dataset review, and early technical validation.
- 120 curated 15-second clips
- Approximately 30 minutes of footage
- MP4 video and structured JSON metadata
- GPS, IMU, and scene information where available
- QA, schema, license, and release documentation
Need broader scenario coverage or data organized around a specific validation objective? We first review available inventory and then determine whether existing data or a new custom collection is the better fit.
Review Data Production Capabilities →Custom Dataset Production
Build a Dataset Around the Conditions Your Model Is Missing
When existing coverage is not enough, we review the target environment, scene conditions, metadata requirements, quality criteria, and delivery format before proposing a focused collection scope.
Feasibility Pilot
Validate the Collection Plan Before Scaling
A small, scoped collection used to confirm that the requested scenes, capture instructions, metadata structure, quality rules, and delivery format can be produced reliably.
- Requirement and feasibility review
- Focused capture specification
- Small custom field collection
- QC and metadata structure review
- Buyer feedback before expansion
Pricing is scoped after the initial feasibility review.
Start a Feasibility Review →Production Collection Program
Expand a Validated Pilot Into Ongoing Production
After the pilot confirms technical and operational fit, the collection can expand by volume, scenario coverage, geography, schedule, metadata, and delivery cadence.
- Defined collection volume and schedule
- Scenario and location expansion
- Structured metadata and documentation
- Agreed QC and replacement criteria
- One-time or recurring delivery programs
Final pricing depends on the agreed production scope.
Discuss Production Requirements →Typical Project Flow
01
Requirement Review
We review the missing condition and intended model use.
02
Capture Specification
Scenes, devices, viewpoints, metadata, and QC rules are defined.
03
Pilot Collection
A focused batch is collected, reviewed, and structured.
04
Production Decision
The validated scope can expand into a larger program.
Project-Based Pricing
What Determines Custom Dataset Pricing
Custom projects are not priced as fixed packages. Scope and pricing are defined after reviewing the operational and technical requirements of the requested collection.
01
Collection Region
Country, city, travel distance, local access, permissions, and field operating conditions.
02
Capture Volume
Required footage duration, clip count, repeated coverage, and delivery cadence.
03
Scenario Difficulty
Scene rarity, timing, weather, lighting, crowd density, and required interaction conditions.
04
Metadata Requirements
Required sensor fields, device information, GPS, IMU, timestamps, schema, and documentation depth.
05
Quality Rules
Acceptance thresholds, review depth, exclusions, reshoot conditions, and replacement criteria.
06
Licensing & Exclusivity
Evaluation, training, commercial use, exclusivity, ownership, and redistribution terms.
Licensing
Terms Match the Intended Use
Ready datasets and custom projects may use different evaluation, training, commercial, or exclusive terms.
Delivery
Structured for Technical Review
Delivery may include MP4, JSON, CSV, metadata schemas, manifests, QA reports, checksums, and release documentation.
Feasibility First
Scope Is Confirmed Before Commitment
We first determine whether the requested conditions are operationally and technically achievable.
Frequently Asked Questions
Pricing, Access, and Project Scope
Common questions about ready evaluation datasets, custom production, feasibility pilots, and technical samples.
Do you provide ready datasets and custom data collection?
Yes. Origin Data Lab provides ready-to-evaluate real-world datasets and separately scopes custom field-data production projects based on customer requirements.
Is custom dataset pricing fixed?
No. Custom dataset pricing is project-based and depends on collection region, capture volume, scenario rarity, metadata requirements, quality rules, licensing, and delivery scope.
What is included in the evaluation dataset?
The evaluation dataset includes curated MP4 clips, structured JSON metadata, GPS and IMU metadata where available, quality documentation, schema materials, and release documentation.
What is a feasibility pilot?
A feasibility pilot is a small, scoped custom collection used to validate capture requirements, operational feasibility, quality criteria, metadata structure, and delivery format before a larger production program.
Can I request a technical sample before purchasing?
Yes. Technical sample access may be provided so qualified teams can review representative footage, metadata structure, and delivery format before selecting a dataset or discussing a custom project.
Start with the Model Gap
Tell Us What Your Model Is Missing
A short description of the target environment, failure condition, viewpoint, metadata, and expected delivery format is enough to begin an initial review.
No production scope is proposed until feasibility and technical requirements have been reviewed.