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Data · dataset · 2023

Variety Labeler for Image Recognition

Listed in International Potato Center

A prototype was developed for accurately labeling different varieties of Peruvian potatoes from digital images.

Description

Users can easily add labels for four native potato types (Peruanita, Amarilla del Centro, Huayro Rojo, and Huamantanga), with each label distinguished by a unique color. The labeler automatically generates bounding boxes around the potatoes, which can be adjusted for precise fitting.

Once labeling is completed, the information is saved within the image, and the total number of bounding boxes is displayed for each potato photo in the system. The labeler's architecture comprises a frontend implemented in Vite React, deployed on Vercel, and connected to the backend through Axios. The backend is built with Node, deployed on Heroku, and incorporates New Relic and Sequelize ORM for efficient operations.

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It is connected to a PostgreSQL database for data persistence. Additionally, the information is stored in AWS.

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Where it is published

Catalogue records · 1

Topics

From keywords
Life Sciences
Inferred from text
Image 75%
Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
International Potato Centerdoi:10.21223/LIJFEH13 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].dataverse_subject:agricultural-sciencessource · data cipotato orgconnector:data_cipotato_org@1.0.0/subjects
concepts[field].dataverse_subject:computer-and-information-sciencesource · data cipotato orgconnector:data_cipotato_org@1.0.0/subjects
concepts[field].local:field:life-sciencesmapping · data cipotato orgconnector:data_cipotato_org@1.0.0/subjects
concepts[modality].local:modality:imageenrichment · data cipotato orgkeyword-concept-rules@1.0.0title+description (75%)
created_datesource · data cipotato orgconnector:data_cipotato_org@1.0.0
descriptionsource · data cipotato orgconnector:data_cipotato_org@1.0.0/description
publication_datesource · data cipotato orgconnector:data_cipotato_org@1.0.0
titlesource · data cipotato orgconnector:data_cipotato_org@1.0.0/name
updated_datesource · data cipotato orgconnector:data_cipotato_org@1.0.0
version_labelsource · data cipotato orgconnector:data_cipotato_org@1.0.0