Research on improved YOLOv8 algorithm for insulator defect detection.
Lin ZhangBoqun LiYang CuiYushan LaiJing GaoPublished in: J. Real Time Image Process. (2024)
Keyphrases
- improved algorithm
- learning algorithm
- times faster
- dynamic programming
- k means
- high accuracy
- defect detection
- matching algorithm
- theoretical analysis
- cost function
- optimal solution
- preprocessing
- particle swarm optimization
- convergence rate
- computational complexity
- probabilistic model
- experimental evaluation
- worst case
- single pass
- estimation algorithm
- recognition algorithm
- significant improvement
- optimization algorithm
- computational cost
- memory requirements
- selection algorithm
- image processing
- segmentation algorithm
- neural network
- expectation maximization
- input data
- data sets
- search space