How Transferable are Herbarium-Field Features in Few-Shot Plant Identification with Triplet Loss?

Author:

Chulif Sophia1,Lee Sue Han1,Loong Chang Yang2,Kit Tsun Mark Tee1,Chin Chai Kok2,Then Yi Lung3

Affiliation:

1. Swinburne University of Technology Sarawak Campus,Malaysia

2. NEUON AI SDN. BHD.,Malaysia

3. Universiti Malaysia Sarawak,Malaysia

Publisher

IEEE

Reference18 articles.

1. Few-Shot Learning approach for plant disease classification using images taken in the field

2. Improved herbarium-field triplet network for cross-domain plant identification: Neuon submission to lifeclef 2021 plant;chulif;CLEF (Working Notes),2021

3. Convolutional Neural Network for Automatic Identification of Plant Diseases with Limited Data

4. Feature Extraction with Triplet Loss to Classify Disease on Leaf Data

5. Herbarium-field triplet network for cross-domain plant identification. neuon submission to lifeclef 2020 plant;chulif;CLEF (Working Notes),2020

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