The pitfalls of transfer learning in computer vision for agriculture.

Julius Autz Saurabh Kumar Mishra Lena Herrmann Joachim Hertzberg

Published in: GIL Jahrestagung (2022)

Keyphrases

transfer learning
computer vision
machine learning
learning tasks
knowledge transfer
semi supervised learning
labeled data
cross domain
transfer knowledge

structure learning
object recognition
active learning
pattern recognition
manifold alignment
reinforcement learning
domain adaptation
text categorization
text classification

collaborative filtering
machine learning algorithms
multi task
multi task learning
unlabeled data
semi supervised
artificial intelligence
learning algorithm
target domain

transferring knowledge
data sets
cross domain learning
text mining
supervised learning
feature space
information retrieval
real world