[PROJECT PROPOSAL]

## Project Request

An image classification model to classify PPI documents (Aadhaar Card, Pan Card, Driving License, Passport and Voter ID) using transfer learning.

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| Field | Description |
| ------ | --------------------------------- |
| About | Image classification model to classify PII documents. |
| Github | nk-droid |
| Email | nidhish.22k@gmail.com |
| Label | Project Request |

https://github.com/nk-droid
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**Define You**

- [x] GSSOC Participant
- [ ] Contributor

# PII Document Classification using transfer learning

## Description

An image classification model to classify **Personal Identifiable Information Documents** using transfer learning. The model will classify if a document is Aadhaar Card, Pan Card, Driving License, Passport or Voter ID.

[Description of the project, its goals, and expected outcomes]

## Scope

Objectives:

- Implement an efficient and accurate model using transfer learning and CNN.
- Learning the basics of image classification.

Deliverables

- A trained CNN model to identify PII documents.
- Properly documented notebook.

Constraints

- The performance of any model depends on the number of iterations and the amount of labelled data available. It may involve some iterative experiments to get desired results.

## Timeline

Start Date: Date of assigning
End Date: 3 week after getting assigned