Notice Information
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.
Lot Information
Lot 1
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.
Notice Details
Publication & Lifecycle
- Open Contracting ID
- ocds-h6vhtk-02d476
- Publication Source
- Find A Tender Service
- Latest Notice
- https://www.find-tender.service.gov.uk/Notice/022432-2022
- Current Stage
- Award
- All Stages
- Planning, Tender, Award
Procurement Classification
- Notice Type
- Planning Notice
- Procurement Type
- Standard
- Procurement Category
- Goods
- Procurement Method
- Open
- Procurement Method Details
- Open procedure
- Tender Suitability
- Not specified
- 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
- £255,000 £100K-£500K
- Lots Value
- £255,000 £100K-£500K
- Awards Value
- Not specified
- Contracts Value
- £254,958 £100K-£500K
Notice Dates
- Publication Date
- 15 Aug 20224 years ago
- Submission Deadline
- 29 Apr 2022Expired
- Future Notice Date
- 30 Sep 2021Expired
- Award Date
- 3 Aug 20224 years ago
- Contract Period
- Not specified - Not specified
- Recurrence
- Not specified
Notice Status
- Tender Status
- Complete
- Lots Status
- Cancelled
- Awards Status
- Active
- Contracts Status
- Active
Buyer & Supplier
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
- Postcode Area
- 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
- TLJ14 Oxfordshire CC
-
- Local Authority
- South Oxfordshire
- Electoral Ward
- Sandford & the Wittenhams
- Westminster Constituency
- Didcot and Wantage
Further Information
Open Contracting Data Standard (OCDS)
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.