File size: 1,032 Bytes
6f401aa |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 |
---
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.
|