nk-droid commented 1 year ago

Project Request

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

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

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

adithya-s-k commented 1 year ago

@nk-droid I have assigned this particular project to you under GSSOC 23. Will you be able to manage the project alone or would you like to collaborate with other contributors

All the best contributing if you have any doubts on the project structure feel free to contact me