Awarded
WP3.5.1 - Development of Datasets for Machine Learning - LongOps
Descriptions
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.
Timeline
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Tender Regions
CPV Codes
48000000 - Software package and information systems
48150000 - Industrial control software package
72212150 - Industrial control software development services
72262000 - Software development services
72212510 - Communication software development services
72000000 - IT services: consulting, software development, Internet and support
72212900 - Miscellaneous software development services and computer systems
72212700 - Software development services utilities
48328000 - Image-processing software package
72212100 - Industry specific software development services
48960000 - Drivers and system software package
48518000 - Emulation software package
48461000 - Analytical or scientific software package
48900000 - Miscellaneous software package and computer systems
48931000 - Training software package
48100000 - Industry specific software package
48983000 - Development software package
72260000 - Software-related services
72212517 - IT software development services
73000000 - Research and development services and related consultancy services
72212518 - Emulation software development services
48627000 - Real time operating system software package
72212328 - Image-processing software development services
72212670 - Real time operating system software development services
72227000 - Software integration consultancy services
72212461 - Analytical or scientific software development services
72230000 - Custom software development services
72212000 - Programming services of application software
Keywords
software package and information systems
specialised enterprise software
production line control software
morphological operation software
scientific visualization suite
measurement interpretation system
real-time device driver framework
multi-purpose software toolkit
contract-based software set :contentReference[oaicite:1]{index=1}
simulation-based training tool
competency management software
hardware abstraction installer
application software development
regulatory software development
industrial automation programming
factory equipment control logic
production line synchronization
manufacturing workflow software
scientific application programming
data science engine development
communication plugin development
enterprise IT module programming
CPU instruction set simulation
BIOS-level firmware simulation
interrupt latency optimization
preemptive multitasking design
maintenance utility development
integration architecture design
cross-platform interface planning
system handshake protocol design
legacy system compatibility consulting
service layer integration mapping
tailored software solution creation
end-user feature customization
requirement-driven development
vertical application programming
industry-aligned solution delivery
tech writing and documentation
frontend interface programming
Workflows
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Possible Competitors
1 Possible Competitors
