Unlocking Comparative Plant Scoring with Siamese Neural Networks and Pairwise Pseudo Labelling
(2023)
Presentation / Conference Contribution
Hartley, Z. K., Lind, R. J., Smith, N., Collison, B., & French, A. P. (2023, October). Unlocking Comparative Plant Scoring with Siamese Neural Networks and Pairwise Pseudo Labelling. Presented at 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Paris, France
Phenotypic assessment of plants for herbicide discovery is a complex visual task and involves the comparison of a non-treated plant to those treated with herbicides to assign a phytotoxicity score. It is often subjective and difficult to quantify by... Read More about Unlocking Comparative Plant Scoring with Siamese Neural Networks and Pairwise Pseudo Labelling.