Active Learning with Weak Supervision for Cost-Effective Panicle Detection in Cereal Crops.
Akshay L. ChandraSai Vikas DesaiVineeth N. BalasubramanianSeishi NinomiyaWei GuoPublished in: CoRR (2019)
Keyphrases
- cost effective
- active learning
- low cost
- cost effectiveness
- detection method
- semi supervised
- object detection
- detection algorithm
- automatic detection
- detection accuracy
- false positives
- detection rate
- training set
- active learning strategies
- selective sampling
- learning strategies
- crowd sourced
- random sampling
- data center
- machine learning
- training examples
- control system
- learning environment