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Idea - Coggle Diagram
Idea
Main tech domain
ML
Image Processing
Multi-Task Leaning
Lack of task related frameworks
Limited use of generative MTL models
Non-imaging data is ignored
High negative transfer
UAV-Based PV insepction
Limited fusion of multimodal inputs (RGB + IR + EL)
Low integration with UAV navigation and flight planning
Limited research on end-to-end autonomous inspection pipelines
Solar tracking
Low sun detection accuracy in cloudy conditions
Can't reliably detect sun when light is diffused in cloud cover
No distinction between bright clouds vs sun
Can't evaluate accuracy when sun is barely visible
Lack of hybrid image + astronomical tracking
No benchmark datasets for solar tracking images
Delay in image processing on microcontrollers
Anomaly detection
AI