metadata

license: apache-2.0
language:
  - en
library_name: transformers
pipeline_tag: token-classification
tags:
  - agriculture
datasets:
  - ksgr5566/ner
metrics:
  - f1
widget:
  - text: Which are the best varities of tomatoes?
    example_title: Example- crop
  - text: My paddy has been attacked by grasshopper.
    example_title: Example- crop + pest
  - text: Where can I buy draught resistant paddy ?
    example_title: Example- seed type

Model Card for Model ID

The model recognizes 3 types of entities - pest names, seed types, crop names.

Model Details

Model Description

Developed by: SamagraX | Transforming Governance
Shared by [optional]: SamagraX | Transforming Governance
Model type: Named Entity Recognition for agriculture
Language(s) (NLP): Python
License: MIT
Finetuned from model [optional]: distilbert-base-uncased

Uses

Helps extracting the crop name, pest names and seed details from a query asked.