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For your projects

Two sources of dataData aligned with your objectivesA rigorous processOur commitments

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Global centre for sector-specific video data

Video data designed for your artificial intelligence and robotics projects

The quality of an artificial intelligence system depends directly on the relevance, diversity and traceability of the data used to train it.

Datasectoriel provides companies, laboratories and institutions with exclusive video corpora, built from content produced by sector experts and from recordings made while everyday or professional tasks are being performed.

We handle the entire process, from defining the requirement through to making the files available. We organise video production, select contributors, verify recordings, process sensitive elements, classify the data and ensure its distribution in a secure environment.

Two complementary sources of data

Content produced by sector experts

Datasectoriel relies on professionals whose identity, qualifications and experience are verified.

These experts produce exclusive videos in their field of expertise, in accordance with the requirements defined for each project. The content is produced specifically for Datasectoriel and does not come from videos freely available on the Internet.

This production covers 40 fields of expertise, including medicine, science, industry, aeronautics, automotive, robotics, information technology, cybersecurity, finance, law, agriculture, education, media, culture, sport and the environment.

Every file is verified before integration. Its origin, its author, its production date and its field of attachment are recorded in order to guarantee precise identification of the data made available to you.

Tasks recorded in real conditions

Datasectoriel also organises the collection of videos made while everyday or professional tasks are actually being performed.

Recordings are produced by individuals, professionals or the teams of our partner companies. Each participant films a task they genuinely carry out, in their usual environment and according to the instructions established for the project.

Capture is carried out from a first-person point of view, using a smartphone fixed to a head-mounted support or any other device approved by Datasectoriel. It makes it possible to observe the task from the point of view of the person performing it, in particular the actions carried out, the objects handled, the tools used, the order in which they are used and the immediate environment.

This method makes it possible to build series of recordings showing different executions of the same task, in varied places, contexts and conditions.

Data aligned with your objectives

Every project begins with a precise analysis of your requirement. You determine the characteristics of the data required. On this basis, we determine the most appropriate production method: sector experts, individual contributors, collection from professionals, or a specific programme with one or more partner companies.

Nature of the content

The source determines how the data is produced. Expert content is defined by a field of expertise; recordings in real conditions are defined by the tasks filmed.

The field of competence in which experts produce exclusive videos. Their identity, qualifications and experience are verified.

Tasks to be recorded Three tasks selected

Tasks filmed from a first-person point of view while actually being performed, by individuals, professionals or the teams of our partner companies.

MinimumMaximum
ShortLong

Everyday and professional activities

Collection programmes may cover a wide range of tasks, including:

Cooking and food preparation
Cleaning and maintenance
Tidying up
Laundry and ironing
Gardening
DIY and everyday repairs
Furniture assembly
Vehicle maintenance
Animal care
Baking and pastry
Product restocking
Craftwork
Farming
Product preparation and packaging
Order picking
Sorting operations
Warehouse and logistics activities
Certain industrial operations

This list is not exhaustive. Collection is organised according to the tasks required for your project and the conditions in which they must be recorded.

A rigorous process, from request to delivery

Together we establish the scope of the collection: sector, content, tasks, volume, languages, duration, formats, expected quality and conditions of use.

This stage makes it possible to determine the information required for the production, verification and classification of the data.

We identify the experts, individuals, professionals or companies able to produce the requested content.

Where the nature of the project requires specific qualifications, professional credentials are verified before production begins.

Each participant receives precise instructions regarding the task to be performed, the authorised equipment, the position of the device, the expected duration, safety rules, the elements that must not be recorded and the information to be transmitted with the video.

Depending on the needs of the project, the recordings may be accompanied by data relating to movement, the equipment used and the technical conditions of capture.

Each file is associated with the information required to understand and classify it. This information may include:

  • the nature of the task
  • the various actions performed
  • the objects handled
  • the tools used
  • the length of the sequence
  • the type of environment
  • the language
  • the production date
  • the recording equipment
  • the technical characteristics of the file

Where the project requires it, the videos may also be accompanied by annotations describing the main stages of the task.

Each recording is examined before integration. The verification covers in particular:

  • compliance of the task
  • adherence to the instructions
  • image quality
  • stability of the capture
  • continuity of the sequence
  • consistency of the information provided
  • the absence of duplicated, modified or non-compliant content
  • the possible presence of personal or confidential elements

Files that do not meet the defined criteria are rejected, corrected or replaced.

Before integration, the videos are processed in order to remove or mask information that is not necessary for their use. This processing may concern in particular:

  • faces
  • licence plates
  • screens
  • identity documents
  • bank cards
  • personal contact details
  • confidential information
  • any element making it possible to directly identify a person

The recording rules prohibit the capture of minors, medical or intimate situations, passwords, sensitive administrative documents and any person who has not been informed of the recording.

Accepted videos are classified according to a precise structure that may include:

  • the sector
  • the sub-sector
  • the type of content
  • the nature of the task
  • the language
  • the duration
  • the date
  • the format
  • the equipment used
  • the recording environment
  • the objects and tools present

Each file receives a unique digital fingerprint enabling it to be identified, its integrity verified and its use tracked.

The data is made available to you in a secure environment, in accordance with the volume and conditions provided for by the licence taken out.

The licence specifies the corpora concerned, the authorised uses, the duration of access and the conditions of download and exploitation.

Become a partner

Involve your teams in our collection programmes.

Your company can take part directly in data production by allowing its teams to record certain tasks already carried out as part of its activity.

The programme is defined with your organisation in order to respect your internal procedures, your security requirements, your confidentiality rules and the constraints specific to your sector.

Participants use a lightweight device and follow the instructions established for the collection. The recordings are then transmitted to Datasectoriel, verified, processed and classified before being integrated into the relevant corpora.

The terms of participation, provision of equipment, remuneration and use of the videos are determined within the framework of the partnership concluded with your company.

Your organisation and its teams are therefore paid for accepted recordings, with no change to the nature of the tasks already performed.

Become a partner company

Regularly enriched corpora

Requirements relating to artificial intelligence and robotics evolve with projects, sectors and environments of use.

Datasectoriel regularly enriches its corpora by adding new content, new tasks, new languages and new recording contexts.

A collection may be organised over a defined period, in several countries, with different participant profiles or in environments that meet your requirements.

This continuous production makes it possible to gradually increase the volume and diversity of the data available.

Data that can be used directly

Videos recorded in real conditions make it possible to observe precisely:

  • the order of actions
  • the movements required
  • the handling of objects
  • the use of tools
  • the changes occurring during execution
  • the differences between several environments
  • the difficulties that may be encountered
  • the result obtained

Combined with the content produced by sector experts, they make it possible to bring together data covering both knowledge of a field and the actual performance of the tasks related to it.

These corpora may be used for research and analysis, as well as for training and improving artificial intelligence and robotics systems.

Our commitments

Entrust us with building your data

Tell us about the objectives of your project, the sectors concerned, the content or tasks required, the volume needed and the intended conditions of use. We define the production arrangements, select the participants, organise the collection, verify the files and provide you with exclusive corpora that are verified, classified and ready to use.