Search Results for author: Houtan Ghaffari

Found 2 papers, 1 papers with code

Comparison of self-supervised in-domain and supervised out-domain transfer learning for bird species recognition

no code implementations26 Apr 2024 Houtan Ghaffari, Paul Devos

Transferring the weights of a pre-trained model to assist another task has become a crucial part of modern deep learning, particularly in data-scarce scenarios.

Transfer Learning

An Efficient Method for the Classification of Croplands in Scarce-Label Regions

1 code implementation17 Mar 2021 Houtan Ghaffari

We improved the model by about 24% compared to a baseline architecture without any labeled sample in the target domain.

Classification General Classification +3

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