| | --- |
| | license: apache-2.0 |
| | language: |
| | - en |
| | library_name: transformers |
| | pipeline_tag: token-classification |
| | tags: |
| | - agriculture |
| | datasets: |
| | - ksgr5566/ner |
| | metrics: |
| | - f1 |
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| | 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" |
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| | --- |
| | # Model Card for Model ID |
| | The model recognizes 3 types of entities - pest names, seed types, crop names. |
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| | ## Model Details |
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| | ### Model Description |
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| | <!-- Provide a longer summary of what this model is. --> |
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| | - **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 |
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| | ## Uses |
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| | Helps extracting the crop name, pest names and seed details from a query asked. |
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