Herbify: an ensemble deep learning framework integrating convolutional neural networks and vision transformers for precise herb identification

Herbify: an ensemble deep learning framework integrating convolutional neural networks and vision transformers for precise herb identification

Abstract Herbs have historically been central to medicinal practices, representing one of the earliest forms of therapeutic intervention. While synthetic drugs are often highly effective in treating acute conditions, their use is frequently accompanied by adverse side effects. In addition, the growi...

Full description

Saved in:
Bibliographic Details
Main Authors: Farhan Sheth, Ishika Chatter, Manvendra Jasra, Gireesh Kumar, Richa Sharma
Format: Article
Language:English
Published: BMC 2025-07-01
Series:Plant Methods
Subjects:
Medicinal plants
Herb classification
Convolutional neural networks
Vision transformers
Ensemble
Transfer learning
Online Access:https://doi.org/10.1186/s13007-025-01421-5
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1186/s13007-025-01421-5

Similar Items