Search Results for author: Boaz Lerner

Found 3 papers, 2 papers with code

Advancing Image Retrieval with Few-Shot Learning and Relevance Feedback

1 code implementation18 Dec 2023 Boaz Lerner, Nir Darshan, Rami Ben-Ari

With such a massive growth in the number of images stored, efficient search in a database has become a crucial endeavor managed by image retrieval systems.

Binary Classification Classification +5

Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering

1 code implementation1 Dec 2020 Boaz Lerner, Guy Shiran, Daphna Weinshall

We also notably improve the results in the extreme cases of 1, 2 and 3 labels per class, and show that features learned by our model are more meaningful for separating the data.

Clustering Semi-Supervised Image Classification

Transfer Learning of Photometric Phenotypes in Agriculture Using Metadata

no code implementations1 Apr 2020 Dan Halbersberg, Aharon Bar Hillel, Shon Mendelson, Daniel Koster, Lena Karol, Boaz Lerner

Estimation of photometric plant phenotypes (e. g., hue, shine, chroma) in field conditions is important for decisions on the expected yield quality, fruit ripeness, and need for further breeding.

Transfer Learning

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