Challenges and constraints when applying few shot learning to a real-world scenario: In-the-wild camera-trap species classification.
Haoyu ChenStacy M. LindshieldAmy R. ReibmanPublished in: Imaging and Multimedia Analytics at the Edge (2023)
Keyphrases
- real world
- supervised learning
- learning process
- pattern recognition
- learning algorithm
- active learning
- unsupervised learning
- classification accuracy
- decision trees
- learning systems
- video sequences
- feature space
- reinforcement learning
- case study
- field of view
- incremental learning
- learning phase
- discriminative learning
- feature extraction
- learning tasks