Deepfake detection and localization using deep learning
Deepfake Detection system is basically a system that detects fake part in the image and also localize the fake part of the image.
Project Title
Deepfake detection and localization using deep learning
Project Area of Specialization
Project Summary
Deepfake Detection system is basically a system that detects fake part in the image and also localize the fake part of the image.
Project Objectives
objective of our project is to detect that the image is fake or real.
Project Implementation Method
Deeplearning approach
For detection we use Convolution Neural Network base models
XceptionNet
Resnet50 and VGG19
For localization
Grand-CAM
Benefits of the Project
Benifits of our project is that the human eyes can not predict the or determines the manipulation in the image. our sysytem can easly detects and localize the manipulated part of the image.
Technical Details of Final Deliverable
Following will be the deliverables of our project:
- GUI (Graphics User Interface) based on Website using Django framework.
- We will have a deep learning models which are connected the Website, which will predict and localize whether the images is real or fake.
Final Deliverable of the Project
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Google-Colab | Equipment | 1 | 2000 | 2000 |
| Total in (Rs) | 2000 |
If you need this project, please contact me on contact@adikhanofficial.com
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