Applications of deep learning in precision weed management: A review

Keyphrases

• Deep Learning Applications 100%
• Weed Detection 100%
• Precision Weed Management 100%
• Deep Learning Methods 83%
• Weeds 66%
• Site-specific Weed Management 50%
• Deep Learning 33%
• Detection Method 33%
• Artificial Intelligence 16%
• Realistic Scenario 16%
• Design Model 16%
• Custom Design 16%
• Image Data 16%
• Neural Network 16%
• Drone 16%
• Multiple Fields 16%
• Edge Devices 16%
• Aerial Imagery 16%
• Semantic Segmentation 16%
• Optimization Techniques 16%
• Aerial Image 16%
• Low Power Consumption 16%
• Deep Learning Model 16%
• Technical Paper 16%
• Resource-constrained 16%
• Deep Learning Technology 16%
• Slow Moving 16%
• Transfer Learning Model 16%
• Time Setting 16%
• Field Images 16%
• Optimized Model 16%
• Detection Technology 16%
• Current Research Trends 16%
• Aerial 16%
• Specific Model 16%
• Constrained Edge 16%
• Domain Adaptation 16%
• Smart Decision 16%
• Detection Task 16%
• Segmentation Problem 16%
• U-Net 16%
• Technology Extension 16%
• Still Images 16%
• Training Hours 16%
• Adaptation Approaches 16%
• Generalization Technique 16%
• Image Context 16%
• Systematic Review Study 16%
• Weed Identification 16%
• SegNet 16%
• Precision Weeding 16%

Computer Science

• Deep Learning Method 100%
• Deep Learning Technique 33%
• Neural Network 16%
• Learning Technology 16%
• Open Source 16%
• Learning Approach 16%
• Image Segmentation 16%
• Deep Learning Model 16%
• Transfer Learning 16%
• low-power consumption 16%
• Domain Adaptation 16%
• Segmentation Task 16%
• U-Net 16%
• Artificial Intelligence 16%

Material Science

• Detection Technique 100%