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The demand for personalized content is increasing rapidly. People want to create videos without putting in much hard work in the process. Synthesia, an AI video generator, has made it possible to generate personalized music videos with ease.
Synthesia uses machine learning algorithms to create video content of human-like characters playing music in real time. It is an innovative and creative way to generate engaging video content. In this article, we will guide you on how to develop an AI video generator like Synthesia.
But first let’s understand what Synthesia is!
Synthesia is AI-powered video generator software that creates AI videos in minutes. Like any other AI software, Synthesia also has AI learning power, which means it uses machine learning (ML) algorithms to create videos instantly. So the information you add in the script box, the Synthesia AI generates video content accordingly. This AI video generator software has some of the best pre-AI video templates you can use to create personalized content.
You can create AI videos in two steps, your only work is adding the content and choosing the right template, and then the rest will be handled by the tool. It processes your content, adds in the AI video, and gives you an amazing final result. You can make a promotional video or any video using the Synthesia AI video generator tool. There is much more to explore in Synthesia.
Let us now understand the global market for AI video generator tools; in this way, you will get a comprehensive idea of whether this AI video industry can sustain its future presence.
So according to a recent report by Globe Newswire, the global AI video generator market accounted for $415 million in 2022. However, this is not the final stage; the market is estimated to grow much bigger. It will reach a valuation of $2,172 million by 2032, growing at a CAGR of 18.5% by 2023 to 2032.
AI Video Generator is a tool that allows users to create videos from any piece of information or text using an artificial intelligence software. AI video generators save time by editing videos, which is the main factor in the market's high demand for AI video generator tools globally.
The AI video generator market is experiencing rapid growth due to various factors. Here are some of the key factors that are contributing to the growth of this market:
Increased demand for video content: With the rise of social media platforms and online video streaming services, there has been an exponential increase in demand for video content. Businesses and individuals are looking for ways to create high-quality videos quickly and efficiently, and AI video generators can help to meet this demand.
Advancements in AI technology: The development of advanced machine learning algorithms and deep learning techniques has greatly improved the capabilities of AI video generators. This has enabled these systems to produce more realistic and engaging videos almost indistinguishable from those created by human professionals.
Growing availability of training data: AI systems require large amounts of training data to improve accuracy and performance. With the proliferation of digital media and the rise of user-generated content, abundant data can be used to train AI video generators.
Cost savings: Traditional video production methods can be expensive and time-consuming. AI video generators offer a cost-effective alternative, allowing businesses and individuals to create high-quality videos at a fraction of the cost of hiring a professional production team.
Customization and personalization: AI video generators can be programmed to create videos tailored to specific audiences or individual preferences. This level of customization and personalization can help businesses to engage with their target audience more effectively and can also help to build brand loyalty.
The AI video generator market is expected to grow as businesses and individuals seek new and innovative ways to create compelling video content.
AI video generator software uses a process called text-to-video to generate video. These AI tools have machine learning algorithms that help you create perfect AI video content. So the basic work process of these AI video generators is that the user adds information in the script box, and AI processes that information into the ML system and generates video content. Of course, AI will also need a video template to process the final result.
The software uses natural language processing (NLP), computer vision, and deep learning algorithms to generate outstanding AI image or video content.
Investing in an AI video generator like Synthesia is a smart decision for several reasons. Synthesia is one of the largest platforms for AI video generators, with millions of active user bases monthly. This AI tool can save time and be cost-effective for your business. This is best for businesses or individuals who don’t possess high-level video editing skills and looking for a fast solution.
As more and more users are moving towards AI solutions, tech giants are also improving and learning about top AI programming languages to make AI capabilities more seamless and understandable. Additionally, these AI video generators like Synthesia help users to create personalized and engaging videos for their audience. AI can generate videos tailored to meet user requirements by analyzing user behavior.
So, when thinking or planning to build your own AI video generator web or mobile app, get professional help. Building an AI video generator like Synthesia is no easy job; it takes knowledge and in-hand experience in a few programming languages and machine learning.
If you have an AI video generator project like Synthesia, look no further than us. We provide scalable and robust AI video generator software at a most reasonable price. Contact us today.
Having understood the importance of investing in an AI-powered video generator like Synthesia, it's time to explore the most popular AI video generation tool available to create videos like Synthesia. Let's take a look:
Synthesia is a cloud-based AI video generator proficient in creating any kind of video in just a few minutes. This AI video generator tool has some unique features line-up, making it easier to use. Using Synthesia is very simple; just drop your content, choose a video template, and let Synthesia do the rest. So let’s see what top features Synthesia provides its users.
AI Avatars: The most basic and necessary feature that Synthesia offers is AI avatars. This platform gives you nearly 80+AI avatars to use on your project for personal and commercial purposes.
Multi-languages: Giving your users friendly and native options is the best way to engage them. This platform has over 120+ language support, which means users can create videos in their native language.
Video Templates: Using the same video to create your content can be boring and not engaging. Therefore, Synthesia offers over 55+ video templates to create unique videos per your needs.
Branding Assets: the most fun feature that Synthesia provides is that it allows you to use your brand assets. Users can upload logos, fonts, colors, graphics, icons, soundtrack, and more to create customized video content.
Free Media Library: You can access free media libraries from Unsplash and Shutterstock, which means unlimited premium content access for your videos.
Design Elements: Through this feature, users can easily add and edit texts, images, shapes, transitions, animations, and more to make their videos of the highest quality.
Background Music: A silent video is boring no matter how good and high-quality it is; therefore, by using this feature, users can add their music backgrounds to the video.
Easy Updates: This feature is the best one that Synthesia offers to its users. With easy updates, users can duplicate the same video, edit it and create a new one in a few minutes.
Synthesia Academy: Synthesia Academy is where users can access educational materials on using Synthesia and more.
SAML SSO Support: This feature enables fast and secure access to the Synthesia platform for anyone in your organization.
Easy Download: Synthesia allows you to download your created videos in the most common video format MP4 in full HD (1920*1080p) quality. As a result, you can use the video on any platform and upload it without any complications.
Embedding: You can get code to add your video anywhere on your website through the embedding option. Moreover, you can embed videos across over 30+ apps and update your content on the fly with only one click.
Custom Avatars: Bored with Pre-installed AI avatars? Through this feature of Synthesia, you can add your custom avatars to add in your video and make it completely yours.
Synthesia is your one-stop shop for all your AI generator video editing needs. There are more other features that this platform provides you with, but if you’re building an AI video generator like Synthesia and want to be a unique identity for your AI video generator, then unique features are the only solution.
Despite that, you can also choose us instead. We are a leading name in the AI development industry, creating spontaneous and highly interactive AI solutions for your business needs. We develop one of the best AI video generators and mobile apps with unique features, completely different from others.
If you are building an AI video generator, here are some features that you may want to consider including:
Image and video recognition: Your AI video generator should be able to recognize different types of images and videos so that it can generate appropriate content.
Natural language processing: You may want to include natural language processing (NLP) capabilities in your AI video generator so that it can understand and interpret text input from users.
Voice recognition: Your AI video generator should be able to recognize different voices, accents, and languages to generate videos with appropriate voiceovers.
Sound effects and music: You may want to include a library of sound effects and music that your AI video generator can use to create engaging and dynamic videos.
Personalization: Your AI video generator should be able to personalize its content based on user preferences, demographics, and other factors.
Editing capabilities: Your AI video generator should be able to edit and modify generated content, including adjusting video length, changing fonts and colors, and adding captions or subtitles.
Multi-platform support: Your AI video generator should be able to generate videos for multiple platforms, including social media, websites, and video-sharing platforms.
Easy integration: Your AI video generator should integrate easily with other software and systems, including content management systems, marketing automation tools, and social media platforms.
Your AI video generator should be easy to use, reliable, and customizable, with a wide range of features that can help users create high-quality, engaging videos quickly and efficiently.
Understand the Basics of Machine Learning
To develop an AI video generator, you must understand machine learning algorithms well. Machine learning algorithms are the foundation of AI video generators. They help machines learn from data and improve their performance over time. Some popular machine learning algorithms used in AI video generators are:
Gather and Preprocess the Data
You need to gather a large amount of data to train your machine-learning model. The data should be relevant to your task, such as generating music videos. You can use public datasets or create your own. Preprocessing the data is also important to ensure that the data is clean and ready for training. Preprocessing steps may include:
Build the Model Architecture
The architecture of your model is crucial to its performance. You need to choose the right type of machine learning algorithm and design your model's architecture accordingly. For example, if you use a CNN, your architecture may include convolutional, pooling, and fully connected layers.
Train the Model
Once you have gathered and preprocessed the data and designed the model architecture, it's time to train the model. Training a machine learning model is an iterative process that involves adjusting the model's parameters to minimize error. This process may take several hours or even days, depending on the dataset's size and the model's complexity.
Test and Evaluate the Model
After training the model, you must test it on a separate dataset to evaluate its performance. You can use metrics like accuracy, precision, recall, and F1 score to evaluate the model's performance. If the model's performance is unsatisfactory, you may need to return to step 3 and change the model architecture.
Deploy the Model
Once you are satisfied with your model's performance, it's time to deploy it. You can deploy your model on a cloud platform like AWS, Google Cloud, or Microsoft Azure. Depending on your needs, you can also deploy your model on a local server or a mobile device.
Building such AI-oriented software is not easy; it requires a proper development setup from technology to an experienced team. Therefore, to build such software, you will need top AI programming languages for AI Video Generator software like Synthesia. Here is the technology stack you will require to develop your AI Video Generator.
Frontend Technologies
To build AI video generator software similar to Synthesia, you must use modern frontend web technologies such as HTML, CSS, and JavaScript.
Backend Technologies
The backend technologies required to create an AI video generator include Node.js for server-side scripting, Express.js as a server-side framework, and MongoDB for Database operations.
AI Programming Languages
Building AI-based software requires AI programming languages such as Python, Lisp, Java, JavaScript, Rust, C++, and R.
Cloud Infrastructure
You will require Amazon Web Services (AWS), Microsoft Azure, or Google Cloud Services to allow cloud integration. You can utilize Amazon’s Elastic Compute Cloud (EC2) to host your web-based AI video generator software, Amazon Simple Storage Service (S3) to store user data, and Amazon CloudFront for content delivery.
Video Technologies
To develop AI video generator software, you will need FFmpeg, an open-source video editing software for processing and editing videos, and Web RTC for real-time communication and video conferencing.
Payment Gateways
You will need to add payment gateways to make your platform monetize. You can use Stripe, Amazon Pay, Paypal, etc., to allow your users to transact securely on your platform.
Now that you know how to build your AI Video Generator like Synthesia and what technology you will require to make it real, it’s time to know its development cost.
Developing an AI video generator like Synthesia, the cost ranges from $5,000 to $100,000+. The cost is high because the AI algorithms alone take much time to create. And building AI video generator software is completely based on AI and ML; as a result, developing basic software will cost a minimum of $5,000 to $10,000. The more complex AI video generator software development can cost $15,000 to $80,000+.
However, these are just cost estimations; a few things affect the overall development cost. To name a few factors that affect the development cost of AI video generator software are:
These are the factors that affect the overall AI video generator development cost. But we can help you save your cost and time as well.
We are a leading and trusted AI software development company in India, developing AI software for small to large-scale businesses. At Orion InfoSolutions, we incorporate modern AI tools to build software like AI image and video generators. We possess top-level AI developers who have proven expertise in AI development. If you have project ideas like Synthesia and are looking for a trustworthy and knowledgeable software development partner, look no further than Orion InfoSolutions. Trust us, send your requirements, and get spontaneous solutions for your niche.
AI is filled with the capability of various opportunities; as a result, more and more companies are incorporating AI solutions to make their business capable of earning more revenue. Additionally, this is the perfect time to move your video editing business into AI by building AI Video generator software like Synthesia. With this segment's future profitability, you can be assured of making a lot more than you are making today.
AI is the future, and many big experts who work in the AI field believe that. Therefore, no single reason says not to invest in the AI field. Our motive for creating this guide is to allow you and others to see how much profitability AI possesses, and we hope this guide will help you understand the development process of AI software.
Thousands of users search for AI video generator tools daily, giving you a clear vision of whether you should add another achievement into account. The choice is yours, but we are available for you all time. Just contact us and make your AI dream project come to reality.
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DC Kumawat is the CEO of Orion InfoSolutions, a leading provider of IT solutions to businesses of all sizes. He has over 14+ years of experience in the IT industry. He is a passionate advocate for the use of technology to improve business performance.