
Explore how deep learning models, including autoencoders and GANs, power deepfake video creation with DeepFaceLab. Learn encoder-decoder training, face swapping, and ethical considerations along with potential applications.
Install DeepFaceLab on Windows, download and extract files, prepare source and destination videos, rename to data_dst and data_src, and set up the workspace with sample videos.
Learn to extract images frame by frame from source and destination videos in the DeepFaceLab workflow, organizing outputs in the data source and data destination folders.
Extract faces from the source video using DeepFaceLab's data source extract option, selecting the first portion of frames and deleting blurred images in the aligned folder.
Extract faces from the destination video frames to build the destination facial data, then proceed to train the model using artificial intelligence.
Train the model in DeepFaceLab by initializing, loading samples, and running the matching phase for hours to improve face alignment and expressions, with iterative updates and saving progress.
Learn how to swap faces and run the merge process in deepfake creation using DeepFaceLab, including aligning masks, applying edits, and finalizing merged frames.
Execute a hands-on guided project with DeepFaceLab by replacing the source and destination footage in the workspace to generate and preview the final deepfake video.
Would you like to learn to swap the face of someone with someone else in a video using Artificial Intelligence?
Have you heard of DeepFake videos and would you want to create one?
Would you like to visualize how your face would look on the body of a celebrity or superhero?
If the answer to any of these questions is “Yes”, then this course is for you.
This is a hands-on, practical guided project where you will be guided step by step into creating a DeepFake video and by the end of this project, you will be confident in creating any DeepFake Video.
In this guided course, you will be creating a Deepfake video by swapping the face of an individual with someone else, perhaps a celebrity. We will be doing so using next-generation state of art technology named DeepFake and we will be using DeepFaceLab to perform the face swap. The video that you will be creating will be indistinguishable. You can also use your own face for the swap.
You will :
Learn about state of the art DeepFake Technology
Have a good command over DeepFaceLAb
Create a DeepFake video in a way it is impossible to distinguish
Learn the global use cases of DeepFake and how you can use it to make the world a better place
We have divided the project into tasks. Each task is very carefully created and designed to give you the best learning experience. We will create a DeepFake video in the following tasks:
Introduction to the project
Download & Installation of DeepfaceLab
Extraction of frames from source & destination
Extraction of faces from source
Extraction of faces from destination
Train the model
Swap faces & run the merge process
Generate the final deepfake video
So what are you waiting for? Learn this amazing technology now and get a certificate of completion and add these skills to your LinkedIn Id and on your Resume.
So, click on the Enroll Now button, grab a coffee and start learning.
And remember, you can contact me anytime if you have a question.
Happy Learning
Disclaimer: This course is for educational purposes only and we only recommended using this technology for ethical and legal purposes. Using DeepFake technology for unethical and illegal purposes is to be avoided at any cost and we will not be liable for your actions. There is a portion in the course where we discuss the ethical and global use cases of DeepFake and how it can be used to make the world a better place.
All the best
From the Instructor