Closed
WP3.5.1 - Development of Datasets for Machine Learning - LongOps
Request tender documents
Save your time. You just request and we will send you the available documents.
Request for bid service
Save your time. You just request and we will arrange tender related all available documents to bid writers for the best possible quote.
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. 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.
Timeline
Published Date :
Deadline :
Contract Start :
Contract End :
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
HDR tone mapping
IT consulting
applied research
codebase design
web services
network support
cloud services
VoIP integration
SCADA package
microkernel RTOS
API integration
RTOS kernel
BIOS emulator
HMI development
R&D services
IDE platform
IT systems
IT outsourcing
feasibility studies
driver configuration UI
firmware loader app
lab data processing tool
task automation tools
sandbox environment tool
platform module coding
platform support coding
research plotting tool
image filter design
one-off utility coding
integration adapters
raw image interpreter
RTOS kernel coding
code analyzer plugin
virtual memory mimicking
software development
real-time task manager
OS compatibility package
cybersecurity support
error analysis module
user manual creation
experimental design
scientific advisory
system tool programming
industrial consultancy
enhancement pipeline
application maintenance
lab data analysis tools
legacy system emulator
integrated debugger
multimedia call handling
domain-specific modules
full-stack programming
image segmentation tool
ad hoc system modules
computation scripting
deterministic scheduler
sample data aggregator
integrated IT solution
technology development
chat system programming
desktop app development
interrupt handling OS
SCORM-compliant LMS
color correction modules
control loop design
cross-platform emulation
SCADA integration
low-latency drivers
integration planning
test harness starter kit
turnkey IT system
server-side logic design
version upgrade support
presence detection
innovation consultancy
code refactoring tool
build-and-run launcher
sector-focused solutions
filter application suite
webinar integration
mobile app programming
PLC software development
color calibration engine
digital solutions
help desk services
e learning platform
enterprise software
virtual machine tool
course authoring tool
device driver installer
digital transformation
timing loop control
IT toolchain development
batch image converter
technical support
code templates library
development support
application software
training content editor
mixed-license software
messaging queue services
training and onboarding
agile development cycles
deadline-driven OS
signal analysis software
bespoke systems package
photo stabilization
product innovation
signed driver manager
edge detection software
API gateway creation
system integration
console emulation app
embedded systems OS
low-latency messaging
edge detection filters
virtual device drivers
domain-specific coding
software customization
generic software tools
misc custom software
deployment assistance
multi-user conferencing
utility software coding
deterministic scheduling
packaged applications
kernel module updater
driver rollback tool
metadata handling
skills assessment module
web application coding
virtual hardware mapping
admin script modules
embedded device support
service layer integration mapping
form-based application design
preemptive multitasking design
validation module development
multi-purpose software toolkit
measurement interpretation system
communication plugin development
IT infrastructure management
system architecture modules
batch processing pipelines
API orchestration strategies
data science engine development
niche application development
cross-platform interface planning
industry-aligned solution delivery
competency management software
system virtualization engine
version-controlled coding workflows
noise reduction algorithms
research analytics dashboard
maintenance utility development
integration architecture design
frontend interface programming
peripheral integration tool
specialised enterprise software
simulation-based training tool
industrial control software
BIOS-level firmware simulation
results visualization tools
system handshake protocol design
scientific application programming
emulator debugging modules
instructor-led training suite
network handshake modules
custom interface building
certification tracking system
hardware emulator software
embedded system simulator
hardware abstraction installer
CPU instruction set simulation
software lifecycle guidance
vertical market application
histogram adjustment tool
CPU instruction interpreter
requirement-driven development
low-latency operating system
specialized backend logic
process monitoring software
tailored industry IT solution
atypical system prototypes
compliance application coding
version control integration
morphological operation software
hardware emulator programming
factory equipment control logic
performance tuning routines
tech writing and documentation
enterprise IT module programming
industry-specific software
end-user feature customization
software package and information systems
specialized workflow tools
contract-based software set
backend scalability support
tailored software modules
plugin extension interface
production line synchronization
vertical application programming
cross-platform system bundle
virtual classroom interface
task prioritization logic
middleware advisory services
GPU-acceleration integration
application software development
experimental data analyzer
background service management
application logic creation
manufacturing workflow software
auto-detect driver utility
legacy system compatibility consulting
industrial automation programming
network signaling protocol
project scaffolding wizard
real-time clock interfacing
interrupt latency optimization
backend service development
factory automation system
customized system adapters
process control application
time-critical OS platform
experimental modeling modules
unique integration scripts
distortion correction module
bespoke application design
production line control software
real-time connection modules
scientific data pipelines
platform migration services
message encryption service
vendor-neutral software pack
regulatory software development
data exchange model alignment
laboratory statistics engine
scientific reporting tool
microservices implementation
scientific visualization suite
real-time device driver framework
diverse application suite
bespoke tool integrations
platform compatibility layer
software bundle installer
communication UI libraries
tailored software solution creation
backend system structuring
Workflows
Status :
Procedure :
Suitable for SME :
Nationwide :
Assign to :
Tender Progress :
Details
Notice Type :
Buyer Information
Name :
