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---
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
<!-- Provide a longer summary of what this model is. -->
- **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.
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