Sketch To Real App

Every year thousands of crime investigations fail due to misleading culprit sketches. Sketch to real is an Android, IOs, and Web Application that can generate accurate human facial visualization by using an input sketch of a face. Sketch to real would be based on Generative Adversarial Network simpl

2025-06-28 16:29:05 - Adil Khan

Project Title

Sketch To Real App

Project Area of Specialization Computer ScienceProject Summary

Every year thousands of crime investigations fail due to misleading culprit sketches. Sketch to real is an Android, IOs, and Web Application that can generate accurate human facial visualization by using an input sketch of a face. Sketch to real would be based on Generative Adversarial Network simply known as GANs. It would generate a very accurate visualization of human faces that are sketched in an inaccurate or rough form

Project Objectives

Sketch to Real application would generate a very accurate visualization of human faces that are sketched in an inaccurate or rough form. In most cases, victims forget the appearance and facial details of the culprit very quickly. This makes the criminal identification process difficult and long. To accurately visualize the culprits, this Application can help.  Sketch to Real Application would allow visualizing any human face in real life for accurate recognition. That can be used by Criminal Investigation agencies and various security departments

Project Implementation Method

Android Studio  IDE for development  

VS Code  IDE for development 

Frameworks Tensor Flow  Integrating, Implementing and Training Algorithm 

Flask  Creating web applications and APIs  

Flutter  Creating android, IOS, Web Application 

Deep Learning  For integrating and Training algorithm

 Image Processing  For Studying Sketches made by the user   

Benefits of the Project

It is used in mostly one platform web application but we can make this  Application in cross platform. e.g. web, android, IOs and we can make this application more generic and there is no such system like that which provide this generic approach it also include the feature to share real image of culprit generate from server to share on application news feed portion on which other register people can comment on this picture this approach is new one and more effective in searching of culprit

Technical Details of Final Deliverable

We delevier the whole sustem in final year project presentation held by university of Lahore.

Final Deliverable of the Project Software SystemCore Industry EducationOther IndustriesCore Technology OthersOther TechnologiesSustainable Development Goals Industry, Innovation and Infrastructure, Peace and Justice Strong InstitutionsRequired Resources

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