Using channel pruning-based YOLO v4 deep learning algorithm for the real-time and accurate detection of apple flowers in natural environments.
Dihua WuShuaichao LvMei JiangHuaibo SongPublished in: Comput. Electron. Agric. (2020)
Keyphrases
- real time
- learning algorithm
- high fidelity
- real world
- detection accuracy
- high accuracy
- machine learning algorithms
- multi channel
- man made
- face detection and tracking
- machine learning
- control system
- object detection
- search space
- controlled environments
- vision system
- learning scheme
- automatic detection
- detecting and tracking multiple
- false positives
- low cost sensors
- computationally efficient
- high quality
- training data
- face detection
- event detection
- learning tasks
- detection algorithm
- learning rate
- false alarms
- anomaly detection
- dynamic environments
- high speed
- low cost
- reinforcement learning
- image sequences