The face swap started as a harmless tool of fun and entertainment on social media platforms. It allowed people to swap faces with friends or celebrities to create humorous content online.
But nowadays, with advancements in this tech, it is being used for many malicious use cases by individuals taking advantage of its capabilities. Integrating artificial intelligence and machine learning has made it a much more powerful tool than the basic plaything it started as.
How Do Face Swaps Work?
Unlike the basic tech that face swaps started with, modern versions utilize artificial intelligence technology and machine learning to create a highly realistic swap using facial morphing algorithms. FITA Academy helps equip you with modern tools and technologies related to Artificial Intelligence.
Detection and Alignment
First, the system detects the faces in the camera by discerning the basic facial features like the eyes, nose, and mouth. The system can do this by being trained on large datasets of images of faces with facial landmarks marked and identified.
The system then makes sure that both the source and target faces are both similarly oriented and aligned with each other. This can include things like transforming the faces so that they are at a similar scale, rotation, or position.
Extraction
In the next step, the system extracts these facial features from both images and stores them in a digital format made up of a numerical representation of the data that has information about specific landmarks and characteristics of each face. This makes it so that they can be manipulated as needed.
Swapping & Output
After all this preparation, the swapping procedure occurs. The system compares and contrasts the equivalent facial landmarks of both the input and output face, then uses many blending and morphing techniques to recreate the input face on the target.
Several post-processing techniques are applied like adjusting color and texture to make the swap seam a lot more seamless. The final output image is now ready.
Malicious Use of Face Swaps
Now that you are informed of how this technology works, it is disheartening to discuss some of the wrong ways through which AI face swap online technology is being applied.
- Cyberbullying and Harassment
- Blackmail and Extortion
- Impersonation and Identity Fraud
- Non-Consensual Pornography
To avoid such situations, an Artificial Intelligence Course in Chennai will help learners gain knowledge and skills to tackle such adversities by developing technologies to track wrong deeds.
How to Prevent?
These issues must be addressed to prevent the exploitation of AI face swap technology, which could potentially have negative effects in various contexts.
Developing Advanced Detection Algorithms
Businesses and academics should also proceed with creating and enhancing new tools that can identify deepfakes and other forms of AI-based content. This will assist in preventing the possible abuse of the technology since those types of uses will be recognizable from the established use patterns.
Promoting Ethical Use
Promoting responsible and ethical application of AI face swap technology would go a long way in solving the problems caused by this abusive application. This concerns raising awareness of the threats and informing people on proper utilization of the technology.
Establishing Legal Frameworks
The misuse of AI face swap technology must be given a legal address that requires cooperation between governments and regulatory bodies. This could include statements on criminality that single out the malicious use of deepfakes and other AI-generated content.
Thus, an Artificial Intelligence Course in Bangalore can help people become aware of such manipulations and teach them how to counteract them successfully.