OTHER
Optimizing tomato detection and counting in smart greenhouses: A lightweight YOLOv8 model incorporating high- and low-frequency feature transformer structures
Zhimin Tian, Huijuan Hao, Guowei Dai, Jun Li
- Year
- 2024
- Citations
- 4
Abstract
between predicted and actual counts is 0.9282, indicating the algorithm's suitability for replacing manual counting. This method effectively supports tomato detection and counting in intelligent greenhouses, offering valuable insights for robotic harvesting and yield estimation research.
Keywords
TransformerFeature (linguistics)Computer scienceGreenhouseArtificial intelligenceLow frequencyPattern recognition (psychology)EngineeringElectrical engineeringTelecommunications
Related papers
OTHER
📊 26,957 cites
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
PERCEPTION
📊 22,245 cites
Artificial intelligence: a modern approach
1995
OTHER
Open access📊 20,501 cites
Fractional Differential Equations
Igor Podlubný
2025
OTHER
📊 18,993 cites
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991