Real-time detection and identification of plant leaf diseases using convolutional neural networks on an embedded platform.
Ruchi GajjarNagendra GajjarVaibhavkumar Jigneshkumar ThakorNikhilkumar Pareshbhai PatelStavan RupareliaPublished in: Vis. Comput. (2022)
Keyphrases
- real time
- convolutional neural networks
- control system
- real time embedded
- low cost
- real time control
- detection algorithm
- detection rate
- automatic identification
- object detection
- automatic detection
- control software
- face detection and tracking
- detection accuracy
- false alarms
- vision system
- false positives
- detection method
- arabidopsis thaliana
- plant species
- embedded systems
- smart camera
- high speed
- convolutional network
- detecting and tracking multiple
- text localization and recognition
- event driven
- dynamic programming
- feature extraction
- decision trees