DEEPFAKE Tutorial: A Beginners face swap Guide without GPU in one click
TLDRThis video tutorial demonstrates a simple and efficient method for creating face swaps using a tool called Roop, without the need for a powerful PC or pre-processing. It highlights the use of Google Colab's free virtual machine with a T4 GPU for model installation and execution. The process involves downloading necessary files, setting command line parameters for execution, and offers options for both CUDA and CPU processing. The video also mentions the potential for further refinement using editing software like DaVinci Resolve and stable diffusion for artifact correction, emphasizing the ease of use and accessibility of this method for creating high-quality face swap videos.
Takeaways
- 🎥 The video demonstrates a method to create a face swap using just one image without pre-processing.
- ⏱️ The process takes approximately 10 minutes to yield a result.
- 💻 No powerful PC is required, and the process can be done for free.
- 🛠️ A tool called Roop is used for face swapping, but it's no longer supported by its developer.
- 🔄 Alternatives to Roop include extensions for Automatic, 11.11, and Gradio UI, but their use is restricted in some platforms like Google Colab.
- 🌐 Google Colab provides free virtual machines, including T4 GPU, for running the face swap process.
- 📋 The video outlines the steps to set up the runtime environment, install requirements, and download necessary files and models.
- 🖼️ Users need to upload a source video and a target image for the face swap.
- 🔧 Parameters such as execution provider (CUDA or CPU), frame processor, and output video encoder can be adjusted according to user needs.
- 📹 The final output is a video file where the face has been swapped, which can be further refined using other software like DaVinci Resolve.
- 🎉 The video creator offers a more convenient version of the notebook on Patreon, which simplifies the process and allows for generating unsensored images for free.
Q & A
What is the main topic of the video?
-The main topic of the video is about creating a face swap or deep fake using a tool called Roop, without the need for a powerful PC and for free.
Why is the project that uses Roop no longer supported by its developer?
-The project is not supported by its developer due to some scandal, the details of which are not clear in the script.
What alternatives have emerged for creating face swaps?
-Alternatives have emerged in the form of an extension for Automatic, 11.11, and Gradio UI with a convenient interface.
Why is the Gradio UI interface banned in Google Colab?
-The script does not provide a specific reason, but it mentions that the interface is banned, possibly due to policy violations or misuse concerns.
How does one access the virtual machine in Google Colab?
-To access the virtual machine, one should open the link provided under the video and follow the steps to set up the runtime and install the necessary requirements.
What type of runtime should be chosen in Google Colab for this task?
-For this task, one should choose the T4 GPU runtime type in Google Colab to utilize the GPU for processing.
What are the required steps to install the necessary requirements for face swapping?
-To install the requirements, one should choose the appropriate cell in the Colab notebook and press the run button, which takes about two minutes to complete.
How long does it take to download the model for face swapping?
-The model for face swapping takes about two minutes to download.
What files are needed to create a face swap?
-The required files include the source video and the image of the face to be swapped.
What parameter can be adjusted if needed in the face swapping process?
-Adjustable parameters include the execution provider (CUDA or CPU), frame processor (phase swapper or phase enhancer), output video encoder, and whether to skip audio or process multiple faces.
How can one obtain the final processed video?
-After running the process with the specified parameters, the final video can be downloaded by pressing the download button in the Colab notebook.
Outlines
🎥 Face Swap with Roop and Google Colab
This paragraph introduces a method for creating face swaps using a tool called Roop, emphasizing its ease of use and the fact that it requires no pre-processing or powerful hardware. It also mentions the potential for getting banned in Google Colab due to the nature of the project and offers an alternative approach using a virtual machine in Google Colour with a T4 GPU. The paragraph outlines the steps for setting up the environment, installing requirements, downloading the model, and preparing the necessary files for the face swap process. It also discusses parameters that can be adjusted for the swap, such as execution provider (CUDA or CPU), frame processor, and output video encoder. The importance of skipping the parameter for processing multiple faces is noted, as it would significantly increase processing time.
🆓 Easy and Free Face Swap Notebooks
The second paragraph discusses the availability of free notebooks for face swapping, which can be used in Google Colab or similar services. It highlights the simplicity of these notebooks, where users can choose their device (CUDA or CPU), adjust the output video quality, specify video and image paths, and run the process with a single click. The paragraph also mentions the possibility of extracting frames from the processed video and using stable diffusion to fix any artifacts, as well as editing software like DaVinci Resolve for further adjustments. The focus is on achieving solid results with minimal effort and the convenience of these free resources.
Mindmap
Keywords
💡Face Swap
💡Deepfake
💡Roop
💡Google Colab
💡T4 GPU
💡Requirements
💡Model
💡Source Video
💡Source Image
💡CUDA
💡Parameters
💡Patreon
Highlights
By the end of this video you can create something like this, showcasing the potential of face swapping technology.
The result was obtained using just one image, without any pre-processing, highlighting the simplicity of the process.
With only 10 minutes of waiting, the process is quick and efficient.
It's possible to create a deep fake without a powerful PC, and even for free, making the technology accessible to many.
The tool Roop is mentioned as a simple and highly effective tool for face swapping, despite not being supported by the developer.
Alternatives to Roop have emerged in the form of extensions for Automatic, 11.11, and Gradio UI, though they may face restrictions.
A method using Google Colab and a virtual machine in Google Colour is offered as a reliable alternative.
The importance of setting the proper runtime, specifically choosing T4 GPU for efficient processing, is emphasized.
Instructions on installing requirements and downloading the model are provided for a seamless setup process.
The process of adding source video and image files, and specifying their locations for the face swap, is detailed.
Parameters such as execution provider, frame processor, and output video encoder are discussed for customization.
The option to skip audio is mentioned for those who do not require it in their output.
The importance of the 'many faces' parameter is highlighted for processing multiple faces in a video.
A more convenient version of the notebook is available on Patreon, offering an easier and more straightforward experience.
The video demonstrates the capability of the technology to produce high-quality results with just a few clicks.
The potential to extract frames from the video and process them in stable diffusion for further refinement is mentioned.
The use of editing software like DaVinci Resolve to adjust artifacts and nuances in the video is suggested for perfectionists.