Published date: 18 March 2022
Closed opportunity - This means that the contract is currently closed. The buying department may be considering suppliers that have already applied, or no suitable offers were made.
Contract summary
Industry
Software package and information systems - 48000000
Industry specific software package - 48100000
Industrial control software package - 48150000
Image-processing software package - 48328000
Analytical or scientific software package - 48461000
Emulation software package - 48518000
Real-time operating system software package - 48627000
Miscellaneous software package and computer systems - 48900000
Training software package - 48931000
Drivers and system software package - 48960000
Development software package - 48983000
IT services: consulting, software development, Internet and support - 72000000
Programming services of application software - 72212000
Industry specific software development services - 72212100
Industrial control software development services - 72212150
Image-processing software development services - 72212328
Analytical or scientific software development services - 72212461
Communication software development services - 72212510
IT software development services - 72212517
Emulation software development services - 72212518
Real time operating system software development services - 72212670
Software development services utilities - 72212700
Miscellaneous software development services and computer systems - 72212900
Software integration consultancy services - 72227000
Custom software development services - 72230000
Software-related services - 72260000
Software development services - 72262000
Research and development services and related consultancy services - 73000000
Location of contract
OX14 3DB
Value of contract
£0 to £255,000
Procurement reference
20220318143239-72814
Published date
18 March 2022
Closing date
29 April 2022
Closing time
12pm
Contract start date
1 June 2022
Contract end date
31 August 2023
Contract type
Not specified
Procedure type
Open procedure
Any interested supplier may submit a tender in response to an opportunity notice.
Contract is suitable for SMEs?
Yes
Contract is suitable for VCSEs?
Yes
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.
More information
Links
About the buyer
Contact name
Ben Oborne
Address
Culham Science Centre
Abingdon
OX14 3DB
ENG
Website
www.gov.uk/government/organisations/uk-atomic-energy-authority
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Closing: 29 April 2022, 12pm