Award

WP3.5.1 - Development of Datasets for Machine Learning - LongOps

UNITED KINGDOM ATOMIC ENERGY AUTHORITY

This public procurement record has 1 release in its history.

Award

15 Aug 2022 at 14:04

Summary of the contracting process

The United Kingdom Atomic Energy Authority has awarded a contract for the development of datasets for machine learning as part of the LongOps project. The procurement involves the collection, evaluation, processing, and annotation of data from nuclear-related sites. The tender, titled "WP3.5.1 - Development of Datasets for Machine Learning - LongOps," falls under the industry category of Software package and information systems. The procurement method used was an open procedure, with the tender period ending on 29th April 2022 and the contract period spanning from 1st June 2022 to 31st August 2023.

This procurement opportunity by UKAEA could benefit businesses involved in software development, industrial control systems, image-processing software, and other related IT services. Small and medium-sized enterprises (SMEs) and voluntary, community, and social enterprise sector (VCSE) organisations are suitable for this opportunity. Businesses interested in providing analytical or scientific software development services, communication software development services, or real-time operating system software development services would find this tender well-suited for their expertise.

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Notice Title

WP3.5.1 - Development of Datasets for Machine Learning - LongOps

Notice Description

As part of the LongOps project, it is required to develop decision support tools capable of helping de-risking operations and supporting training in teleoperated decommissioning tasks involving the detection and pose estimation of objects and debris within nuclear facilities. In recent years the use of Machine Learning (ML) techniques such as object detection, object classification, segmentation, semantic information extraction from images and videos, denoising, etc. has yielded important results in terms of visual and other sensory perception. However, this requires significant volumes of relevant, high-quality annotated data to achieve adequate levels of performance. UKAEA wishes to procure the collection, evaluation, processing, and annotation of data gathered from nuclear-related sites and/or similar scenarios. Such data consists primarily of 2D images and 3D point clouds, although other types of data such as temperature, radiation, pressure, etc. may also be considered. The annotated data will then be used to, but not limited to, train machine learning models to perform tasks such as, object detection and classification, semantic and instance segmentation, etc. In addition, this data will be used to develop, evaluate, and validate change detection and anomaly estimation algorithms.

Publication & Lifecycle

Open Contracting ID
ocds-b5fd17-98eb68e3-364d-4106-8404-1c3c1745a8c8
Publication Source
Contracts Finder
Latest Notice
https://www.contractsfinder.service.gov.uk/Notice/09576c74-3227-448c-8635-6837cdada4e2
Current Stage
Award
All Stages
Award

Procurement Classification

Notice Type
Award Notice
Procurement Type
Standard
Procurement Category
Not specified
Procurement Method
Open
Procurement Method Details
Open procedure
Tender Suitability
SME, VCSE
Awardee Scale
Large

Common Procurement Vocabulary (CPV)

CPV Divisions

48 - Software package and information systems

72 - IT services: consulting, software development, Internet and support

73 - Research and development services and related consultancy services


CPV Codes

48000000 - Software package and information systems

48100000 - Industry specific software package

48150000 - Industrial control software package

48328000 - Image-processing software package

48461000 - Analytical or scientific software package

48518000 - Emulation software package

48627000 - Real-time operating system software package

48900000 - Miscellaneous software package and computer systems

48931000 - Training software package

48960000 - Drivers and system software package

48983000 - Development software package

72000000 - IT services: consulting, software development, Internet and support

72212000 - Programming services of application software

72212100 - Industry specific software development services

72212150 - Industrial control software development services

72212328 - Image-processing software development services

72212461 - Analytical or scientific software development services

72212510 - Communication software development services

72212517 - IT software development services

72212518 - Emulation software development services

72212670 - Real time operating system software development services

72212700 - Software development services utilities

72212900 - Miscellaneous software development services and computer systems

72227000 - Software integration consultancy services

72230000 - Custom software development services

72260000 - Software-related services

72262000 - Software development services

73000000 - Research and development services and related consultancy services

Notice Value(s)

Tender Value
Not specified
Lots Value
Not specified
Awards Value
£254,958 £100K-£500K
Contracts Value
Not specified

Notice Dates

Publication Date
15 Aug 20223 years ago
Submission Deadline
29 Apr 2022Expired
Future Notice Date
Not specified
Award Date
14 Aug 20223 years ago
Contract Period
8 Aug 2022 - 25 Apr 2023 6-12 months
Recurrence
Not specified

Notice Status

Tender Status
Complete
Lots Status
Not Specified
Awards Status
Active
Contracts Status
Not Specified

Contracting Authority (Buyer)

Main Buyer
UNITED KINGDOM ATOMIC ENERGY AUTHORITY
Contact Name
Available with D3 Tenders Premium →
Contact Email
Available with D3 Tenders Premium →
Contact Phone
Available with D3 Tenders Premium →

Buyer Location

Locality
ABINGDON
Postcode
OX14 3DB
Post Town
Oxford
Country
England

Major Region (ITL 1)
TLJ South East (England)
Basic Region (ITL 2)
TLJ1 Berkshire, Buckinghamshire and Oxfordshire
Small Region (ITL 3)
TLJ14 Oxfordshire CC
Delivery Location
Not specified

Local Authority
South Oxfordshire
Electoral Ward
Sandford & the Wittenhams
Westminster Constituency
Didcot and Wantage

Supplier Information

Number of Suppliers
1
Supplier Name

JACOBS CLEAN ENERGY

Open Contracting Data Standard (OCDS)

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The Open Contracting Data Standard (OCDS) is a framework designed to increase transparency and access to public procurement data in the public sector. It is widely used by governments and organisations worldwide to report on procurement processes and contracts.

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