With the evolution of AI (Artificial Intelligence), AI generation tools are rapidly becoming popular in the creative field.These tools are extremely beneficial to creators and business users with the ability to generate content in a variety of formats, including images, video, text, music, 3D models, data, code, game content, and design and art.
This article provides an overview of the major AI generation tools, and describes what each tool has to offer and how it can be used.It provides an overview of each tool, its features, and comparisons with other tools (advantages and disadvantages) to help users select the most appropriate tool for their needs.Categories and representative tools are listed below.
| Category | Brief Description | Tool Name |
|---|---|---|
| Image Generation Tools | Tools to generate images from text and other input | DALL-E, MidJourney, Stable Diffusion, DeepArt, Adobe Firefly |
| Video Generation Tools | Tools to generate video from text and other input | DeepDream, Synthesia, Runway ML, Animoto, Vimeo |
| Text generation tools | Tools for text generation and assistance | ChatGPT, Jasper AI, Copy.ai, Writesonic |
| Music Generation Tools | Tools to generate music from text and other input | AIVA, Amper Music, OpenAI’s MuseNet, Jukedeck, Ecrett Music |
| 3D Model Generation Tools | Tools to generate 3D models from text and other inputs | Blender AI, NVIDIA Omniverse, Clara.io, Meshmixer |
| Data Generation Tools | Tools for generating synthetic data | Gretel.ai, Hazy, Synthea, Mostly AI |
| Code Generation Tools | Tools for automatic code generation or completion | GitHub Copilot, TabNine, Replit |
| Game Content Generation Tools | Tools for generating and assisting with game content | AI Dungeon, Unity ML-Agents, Ludo AI, Promethean AI |
| Blueprint Generation Tools | Tools for generating architectural and manufacturing blueprints | AutoCAD AI, SketchUp AI, SolidWorks AI, Tinkercad AI, CircuitMaker |
Image Generation Tool
Image generation tools are tools that use AI technology to automatically generate high-quality images.These tools are used in a variety of fields, including creative design, creation of advertising materials, and generation of artwork.Users can generate stunningly realistic and creative images with a few simple operations, saving a great deal of time and effort.
DALL-E.
DALL-E is an advanced image generator developed by OpenAI with the ability to generate high-quality images from text prompts.It can generate realistic and creative images based on the text entered by the user.It is especially used to quickly visualize ideas in advertising materials and creative projects.
| Item | Description |
|---|---|
| Price. | Additional license fees may apply for commercial use. |
| Commercial Use. | Commercial use may be restricted depending on the license used. |
| User Interface. | An intuitive and easy-to-use interface is provided and can be used without any technical skills. |
| Learning Cost. | To obtain high-quality generated results, large amounts of data need to be trained, and resources are required to do so. |
| Benefits | Highly accurate image generation from text prompts. Covers a wide range of styles and content. User-friendly interface requires no technical skills. Quick visualization of ideas. |
| Disadvantages | May have limitations for commercial use. The amount of data required to train the model is large and may require high-performance hardware. May be costly to use. May require high-performance hardware, which can be costly. |
MidJourney
MidJourney is an image generator designed for creative projects, with particular strengths in art and design.It provides an interactive user experience by generating images based on user-specified styles and themes.It features image generation specific to a particular art style.
| Item | Description |
|---|---|
| Price. | Some advanced features are for premium users and require a paid subscription. |
| Commercial Use. | Commercial use is allowed, but certain conditions and restrictions may apply. |
| User Interface. | Interactive and rich in user experience, but has a bit of a learning curve for beginners. |
| Learning Cost. | A certain amount of learning is required to become proficient with the advanced customization options. |
| Benefits | Allows specialized image generation for specific art styles. Provides an interactive user experience. Highly customizable. Real-time feedback is possible. |
| Disadvantages. | Advanced features are for premium users and come at an additional cost. There is a learning curve for beginners. Processing time may be long. Learning may take time and effort. |
Stable Diffusion
Stable Diffusion is a tool that aims to produce stable, high-quality images and is particularly strong in realistic image generation.It is a versatile tool that can be used for a wide range of applications, and its open source status allows it to be supported by a broad community.
| Item | Description |
|---|---|
| Price | Open source and free of charge, but requires high-performance hardware. |
| Commercial Use. | Commercial use is allowed, but may have specific licensing requirements. |
| User Interface. | Some settings are complex and can be difficult for beginners. |
| Training Cost. | Generating high-quality images requires large amounts of training data. |
| Benefits | Provides high stability and consistency. Provides a variety of generation options. Excellent community support. Reliable results for your project. |
| Disadvantages | May require high-performance hardware. Requires large data sets. Some settings are complex and can be difficult for beginners. May take time and effort to learn. |
DeepArt
DeepArt is a tool that generates images that mimic the style of artwork, allowing users to create art-like images.Users can easily create their own unique artwork in the style of famous artists.This tool is especially popular among artists and designers.
| Item | Description |
|---|---|
| Price | Some features are available for a fee, with additional costs for higher quality output. |
| Commercial Use. | Commercial use is subject to specific license conditions. |
| User Interface. | An intuitive and easy-to-use interface is provided, making it easy to use even for beginners in the art. |
| Learning Cost. | The learning cost is relatively low, as you will quickly become proficient. |
| Benefits | Advanced style transfer functionality. Capable of imitating famous artists’ styles. Easy to use with intuitive user interface. Quick image generation. |
| Disadvantages. | Style versatility may be limited. Commercial use has specific licensing requirements. High quality output requires additional costs. Specialized for a particular style, making it difficult to support other styles. |
Adobe Firefly
Adobe Firefly is an image generation tool from Adobe that excels especially in creative design and artwork, featuring seamless integration with other Adobe products and working very smoothly with Photoshop and Illustrator.This streamlines the design workflow.
| Item | Description |
|---|---|
| Price. | Additional usage fees apply based on Adobe’s subscription model. |
| Commercial Use | Commercial use is allowed, but certain conditions and restrictions may apply. |
| User Interface. | An intuitive and easy-to-use interface is provided, which is particularly friendly to users who have used Adobe products before. |
| Learning Cost. | Learning is required to master the advanced features, but basic operations are easy to learn. |
| Benefits | Excellent integration with the Adobe ecosystem. Intuitive user interface. Extensive customization options. High quality image generation. |
| Disadvantages | High price. May be a little difficult for beginners. Advanced features have a learning curve. Subscription fees apply. |
3. video generation tool
Video generation tools are tools that use AI technology to automatically generate video based on text and still image audio data.These tools are used for a variety of applications including marketing videos, promotional videos, educational content, and entertainment.
DeepDream
DeepDream is a tool based on image recognition algorithms developed by Google that can add unique artistic effects to still images and videos.It is widely used for artistic works and creative projects, especially when creating visually impactful videos.
| Item | Description |
|---|---|
| Price. | Basic functionality is free, but advanced features may incur additional fees. |
| Commercial Use | Commercial use is allowed, but is restricted to the free plan. |
| User Interface. | We provide an intuitive and easy-to-use interface, making it easy even for novice users. |
| Learning Cost. | Basic operation is easy, but certain learning is required to use advanced features. |
| Benefits | High quality video generation. Intuitive and easy-to-use interface. Basic functions available free of charge. Wide range of styles and effects available. |
| Disadvantages. | Advanced features require additional fees. Free plans have restrictions on commercial use. Advanced features take time to learn. Generation may take time. |
Synthesia
Synthesia is an AI tool that allows you to generate natural audio and video by simply entering text.It is especially useful for creating educational, training, and marketing videos.It excels in creating multilingual content with its ability to produce audio in a variety of languages and accents.
| Item | Description |
|---|---|
| Price. | Paid plans are required and prices vary depending on the length of the video to be generated and the frequency of use. |
| Commercial Use | Commercial use is allowed, but is subject to restrictions depending on the pricing plan. |
| User Interface. | An easy-to-use, intuitive interface is provided, allowing even novice users to quickly get started. |
| Learning Cost. | Basic operation is easy and quick to learn, but customization features require a bit of learning. |
| Benefits | Natural sound and video can be generated from text. Excellent multilingual support. Simple and easy to use. Ideal for education and training. |
| Disadvantages | Requires a paid plan. Learning is required to fully utilize the customization features. Some pricing plans have restrictions on use. Advanced customization takes time. |
Runway ML
Runway ML is a tool that utilizes AI to easily edit and generate video and images.It is especially suited for creative projects and is widely used for experimental video production and art projects.It is a powerful tool for creators with its ability to edit video in real time.
| Item | Description |
|---|---|
| Price | Free plans are available, but paid plans are required for professional features. |
| Commercial Use | Commercial use is allowed, but paid plans are recommended. |
| User Interface. | An intuitive and visually clear interface is provided. |
| Learning Cost. | Basic operation is easy and you can start using it right away, but learning is required to master the advanced features. |
| Benefits | High quality video and images can be edited and generated. Real-time editing is possible. Intuitive interface. Suitable for a wide range of creative projects. |
| Disadvantages. | Advanced features require a paid plan. Beginners need to learn. Advanced editing requires a PC with high specs. Free plans have limited functionality. |
Animoto.
Animimoto is a cloud-based video generation tool that allows users to easily create professional looking videos.With many templates available, users can easily upload photos and video clips to create engaging videos.It is especially popular among small businesses and individual users.
| Item | Description |
|---|---|
| Price | Free plans are available, but paid plans are required for professional features. |
| Commercial Use | Commercial use is allowed, but is restricted to the free plan. |
| User Interface. | A very user-friendly interface is provided, allowing even novice users to quickly get started. |
| Learning Cost | Basic operation is very simple and has very little learning cost. |
| Benefits | Easy to create professional videos. Many templates available. Cloud-based and accessible from anywhere. High quality video can be generated in a short time. |
| Disadvantages | Requires a paid plan. Free plans have restrictions on commercial use. Limited to a high degree of customization. Not suitable for large projects. |
Vimeo
Vimeo is a tool that uses AI to automatically edit users’ video clips and photos to generate engaging videos.It is especially good at creating short videos for social media and is widely used for marketing and promotion.
| Item | Description |
|---|---|
| Price. | Free plans are available, but paid plans are required for professional features. |
| Commercial Use | Commercial use is allowed, but is restricted to the free plan. |
| User Interface. | An intuitive and easy-to-use interface is provided, making it easy to use even for beginners. |
| Learning Cost | Basic operation is very simple and there is very little learning cost. |
| Benefits | Automatically generates professional videos. Ideal for creating short videos for social media. Simple and easy-to-use interface. High quality video can be generated in a short time. |
| Disadvantages. | Requires a paid plan. Free plans have restrictions on commercial use. Limited customization capabilities. Not suitable for large-scale projects. 4. |
4. sentence generation tools
Sentence generation tools are tools that utilize AI to automatically generate text.These tools can help you create blog posts, marketing copy, creative writing, technical documentation, and more.
ChatGPT
ChatGPT is an interactive AI model developed by OpenAI with advanced natural language processing capabilities.It is widely used for customer support, content creation, and creative writing.
| Item | Description |
|---|---|
| Price | Basic functionality is free, but commercial use requires a paid plan. |
| Commercial use | Commercial use is available, but depends on the pricing plan. |
| User Interface. | An intuitive and user-friendly interface is provided, making it easy to use even for beginners. |
| Learning Cost. | Basic operation is easy and can be learned in a short time, but customization requires learning. |
| Benefits | Advanced natural language processing capabilities. Can handle a wide variety of topics. Intuitive and easy to use. Easy to customize. |
| Disadvantages | Additional fees are required for commercial use. May lack expertise in certain areas. Requires large amounts of data. Ethical issues in use need to be considered. |
Jasper AI
Jasper AI is a text generation tool specialized for marketing and copywriting.It automatically generates high-quality marketing copy and blog posts based on keywords and phrases provided by users.Content can be created that is particularly effective for SEO.
| Item | Description |
|---|---|
| Price | Paid plans are required and prices vary depending on the amount of usage and features. |
| Commercial Use | Commercial use is available, especially for marketing purposes. |
| User Interface. | An easy-to-use, intuitive interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Benefits | Capable of generating high quality marketing copy. Effective for SEO. Easy-to-use interface. Quick content creation. |
| Disadvantages. | Requires a paid plan. Limitations in areas requiring expertise. Customization requires learning. Ethical issues in use need to be considered. |
Copy.ai
Copy.ai is an easy-to-use tool for generating creative writing and marketing copy.It generates text in a variety of styles and tones based on user-provided input.It is especially effective for social media posts, ad copy, blog posts, etc.
| Item | Description |
|---|---|
| Price. | Basic features are free, but premium features require a paid plan. |
| Commercial Use. | Commercial use is allowed, but is restricted to the free plan. |
| User Interface. | An intuitive and easy-to-use interface is provided. |
| Learning Cost. | Can be learned in a short time, but requires constant learning for customization. |
| Benefits | Easily generate a wide variety of text. Ideal for social media and advertising. Free plans available. High quality text generation in a short time. |
| Disadvantages. | Premium features require additional fees. Free plans have commercial use restrictions. Customization requires learning. Expertise in certain areas may be lacking. |
Writesonic
Writesonic is an AI-powered tool for quickly generating high-quality text.It can generate text in a variety of formats, including marketing copy, blog posts, and product descriptions.This is especially effective for SEO and advertising copy creation.
| Item | Description |
|---|---|
| Price. | Free plans are available, but advanced features require a paid plan. |
| Commercial Use. | Commercial use is allowed, but is restricted to the free plan. |
| User Interface. | An easy-to-use, intuitive interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Merits. | High-quality text can be generated quickly. Effective for SEO. Easy-to-use interface. Can generate text in a variety of formats. |
| Disadvantages. | Advanced features require a paid plan. Free plans have restrictions on commercial use. Customization requires learning. Expertise in certain areas may be lacking. |
5. music generation tools
Music generation tools are AI-based tools that are used to automatically create music tracks.These tools are used for a wide variety of applications, including movie and game soundtracks, personal creation, and background music.
AIVA
AIVA is an AI-powered tool for generating professional music tracks.It is designed for composers and music producers and supports a wide range of genres from classical to contemporary music.It is also used to produce soundtracks for movies and games.
| Item | Description |
|---|---|
| Price | A paid plan is required and the price varies depending on the features used and the length of the music generated. |
| Commercial Use | Commercial use is allowed, but with specific licensing requirements. |
| User Interface. | An easy-to-use, intuitive interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Benefits | Generates professional music tracks. Supports a wide range of genres. Easy-to-use interface. Ideal for film and game soundtrack production. |
| Disadvantages. | Requires a paid plan. Specific licensing requirements. Advanced customization requires learning. Usage fees can be expensive. |
Amper Music
Amper Music is an AI-powered tool for rapid music generation.It can create customized music tracks according to the style and mood specified by the user.It is especially used as background music for marketing videos and promotional content.
| Item | Description |
|---|---|
| Price. | Basic functionality is free, but advanced features require a paid plan. |
| Commercial Use. | Commercial use is allowed, but is restricted to the free plan. |
| User Interface. | An intuitive and easy-to-use interface is provided. |
| Learning Cost. | Can be learned in a short time, but requires constant learning for advanced customization. |
| Benefits | Easily generate customized music tracks. Ideal for marketing and promotion. Free plans available. Easy-to-use interface. |
| Disadvantages. | Requires a paid plan. Free plans have restrictions on commercial use. Advanced customization requires learning. Advanced features require additional fees. |
OpenAI’s MuseNet
OpenAI’s MuseNet is a tool that utilizes advanced AI models to generate complex and rich music.It supports a wide variety of styles and genres and can generate music ranging from Bach to the Beatles.It is especially used for creative activities and music education.
| Item | Description |
|---|---|
| Price. | Basic functionality is free, but commercial use requires a paid plan. |
| Commercial Use. | Commercial use is available, but depends on the pricing plan. |
| User Interface. | A web-based interface is provided and is intuitive to use. |
| Learning Cost. | Basic operation is easy, but learning is required to use advanced features. |
| Benefits | Suitable for a wide range of musical styles. Ideal for creative activities and music education. Free plan available. High quality music can be generated. |
| Disadvantages. | Commercial use requires additional fees. Advanced customization requires learning. Advanced features require additional fees. Web-based and requires an Internet connection. |
Jukedeck
Jukedeck is a tool that uses AI to automatically generate music based on user preferences.It is especially popular among YouTube creators and small businesses, as it can be easily configured to create professional music tracks.It is widely used as background music for videos and presentations.
| Item | Description |
|---|---|
| Price | Basic functionality is free, but commercial use requires a paid plan. |
| Commercial Use. | Commercial use is allowed, but subject to specific licensing terms. |
| User Interface. | An intuitive and user-friendly interface is provided, making it easy to use even for beginners. |
| Learning Cost. | Can be learned in a short time, but requires constant learning for advanced customization. |
| Benefits | Easily generate professional music tracks. Ideal for YouTube creators and small businesses. Free plans available. Intuitive interface. |
| Disadvantages. | Commercial use requires additional fees. Advanced customization requires learning. Specific licensing requirements. Additional fees apply for advanced features. |
Ecrett Music
Ecrett Music is a tool that uses AI to generate music that matches the scene and emotion specified by the user.It is especially used as background music for YouTube videos and games, and can easily generate high-quality music.
| Item | Description |
|---|---|
| Price. | Free plans are available, but paid plans are required for professional features. |
| Commercial Use. | Commercial use is allowed, but there are restrictions on the free plan. |
| User Interface. | An intuitive and easy-to-use interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Benefits | Capable of generating music that matches the scene and emotion. Ideal for YouTube and games. Free plans available. Easy to generate high quality music. |
| Disadvantages. | Requires a paid plan. Free plans have restrictions on commercial use. Advanced customization requires learning. Advanced features require additional fees. |
6. 3D Model Generation Tool
3D model generation tools are tools that utilize AI technology to automatically generate 3D objects and scenes.These tools are used in a variety of fields, including game development, animation production, architectural design, and product design.
Blender AI
Blender is an open source 3D modeling software that is used by many creators.With the recent advances in AI technology, various plug-ins that utilize AI functions have appeared in Blender, making it possible to improve the efficiency and quality of the production workflow.
| Item | Description |
|---|---|
| Price | Completely free open source software. |
| Commercial Use | Commercial use is available and license free. |
| User Interface. | Powerful but complex, requiring a bit of learning for beginners. |
| Learning Cost. | Learning is required to master the advanced features, but basic operations can be learned through online resources. |
| Benefits | Free of charge. Advanced 3D modeling and animation capabilities. Open source and easy to customize. Extensive community support. |
| Disadvantages | Complex user interface. Requires learning for beginners. Advanced features require powerful hardware. Takes longer to deploy than other tools. |
NVIDIA Omniverse
NVIDIA Omniverse is a platform for real-time 3D design and simulation that leverages AI to generate advanced 3D content.It provides a collaborative environment for multiple tools and users and is especially suited for professional creative projects.
| Item | Description |
|---|---|
| Price. | Basic features are free, but professional features require a paid plan. |
| Commercial Use. | Commercial use is allowed, but paid plans are recommended. |
| User Interface. | An easy-to-use, intuitive interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Benefits | Real-time 3D design and simulation. Multiple tools and users can work together. High quality 3D content generation. Easy-to-use interface. |
| Disadvantages. | Advanced features require a paid plan. Requires powerful hardware. Free plans have limited functionality. Costly for large projects. |
Clara.io
Clara.io is a cloud-based 3D modeling tool that runs in the browser and leverages AI technology for easy 3D modeling and animation, especially for projects that require collaboration and real-time feedback.
| Item | Description |
|---|---|
| Price | Free plans are available, but paid plans are required for professional features. |
| Commercial Use | Commercial use is allowed, but is restricted to the free plan. |
| User Interface. | An intuitive and easy-to-use interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Merits. | Cloud-based and accessible from anywhere. Ideal for collaborative work. Easy-to-use interface. Free plans available. |
| Disadvantages | Requires a paid plan. Free plans have restrictions on commercial use. Advanced customization requires learning curve. Not suitable for large projects. |
Meshmixer
Meshmixer is a free 3D modeling tool from Autodesk that provides powerful features for creating and editing models for 3D printing.It is especially suitable for novice modelers and prototypers.
| Item | Description |
|---|---|
| Price | Completely free of charge. |
| Commercial Use | Commercial use is available and license free. |
| User Interface. | An easy-to-use and intuitive interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Benefits | Free of charge. Ideal for creating models for 3D printing. Easy-to-use interface. Advanced editing features. |
| Disadvantages. | Limited advanced features. Not suitable for professional projects. Fewer features than other tools. Not suitable for large scale design projects. 7. |
7. data generation tools
Gretel.ai
Gretel.ai is a tool for generating synthetic data for training and testing machine learning models.It features privacy-protected data generation to ensure data confidentiality during data sharing and analysis.
| Item | Description |
|---|---|
| Price | Free plans are available, but paid plans are required for professional features. |
| Commercial Use. | Commercial use is allowed, but is restricted to the free plan. |
| User Interface. | An easy-to-use and intuitive interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Benefits | Can generate privacy-protected synthetic data. Ideal for training machine learning models. Free plans available. Easy-to-use interface. |
| Disadvantages. | Requires a paid plan. Free plans have restrictions on commercial use. Advanced customization requires learning. Fees can be expensive depending on the amount of data. |
Hazy
Hazy is an AI tool that generates high-quality synthetic data and is especially suited for handling sensitive data such as financial and medical data.It provides the data needed to train machine learning models while protecting data privacy.
| Item | Description |
|---|---|
| Price | Paid plans are required and prices vary depending on the amount of data and features used. |
| Commercial Use | Commercial use is allowed, but with specific licensing requirements. |
| User Interface. | An easy-to-use, intuitive interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Benefits | Capable of generating high-quality synthetic data. Suitable for handling confidential data. Full range of privacy protection features. Easy-to-use interface. |
| Disadvantages. | Requires a paid plan. Licensing requirements can be complex. Advanced customization requires learning. Fees can be high depending on the amount of data. |
Synthea
Synthea is an open source synthetic data generation tool specifically designed to generate medical data.It generates patient simulation data and is used for medical research and system testing.
| Item | Description |
|---|---|
| Price | This is an open source tool that is completely free of charge. |
| Commercial Use. | Commercial use is allowed, but subject to license terms. |
| User Interface. | An intuitive and easy-to-use interface is provided, but technical knowledge is required. |
| Learning Cost. | Basic operation is easy, but requires learning due to the technical knowledge required. |
| Benefits | Free of charge. Capable of generating high quality medical data. Ideal for medical research. Open source and easy to customize. |
| Disadvantages. | Requires technical knowledge. Not compatible with other data generation. License conditions may be complex. Commercial use may be restricted. |
Mostly AI
Mostly AI is a tool for generating synthetic data for training machine learning models.It is particularly good at generating customer and transactional data, with an emphasis on privacy protection.
| Item | Description |
|---|---|
| Price | Paid plans are required and prices vary depending on the amount of data and features used. |
| Commercial Use. | Commercial use is allowed, but subject to specific licensing terms. |
| User Interface. | An easy-to-use and intuitive interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Benefits | Can generate privacy-protected synthetic data. Ideal for customer and transactional data. Easy-to-use interface. Rapid generation of high quality data. |
| Disadvantages. | Requires a paid plan. Licensing requirements can be complex. Advanced customization requires learning. Fees may be high depending on the amount of data. |
8. code generation tools
Code generation tools are tools that automatically generate source code using AI technology.These tools can improve the efficiency of software development, reduce bugs, and speed up development.
GitHub Copilot
GitHub Copilot is an AI pair programmer co-developed by GitHub and OpenAI that provides automatic code completion and suggestions.It understands the context of the code being written by the developer and suggests the next code to be written, greatly improving coding efficiency.
| Item | Description |
|---|---|
| Price | Paid plans are required and there is a monthly or annual fee. |
| Commercial Use. | Commercial use is available and plans for companies are offered. |
| User Interface. | An intuitive and easy-to-use interface is provided and is integrated with leading editors such as VS Code. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Benefits | Greatly improves coding efficiency. Understands context and suggests appropriate code. Integrates with major editors. Reduces developer workload. |
| Disadvantages. | Requires a paid plan. Some proposals may not be accurate. Potential additional costs for large projects. Privacy and security concerns. |
TabNine
TabNine is a code completion tool that leverages machine learning to support a variety of programming languages.It supports efficient coding by learning the existing code base and predicting the code developers want to write.
| Item | Description |
|---|---|
| Price | Free plans are available, but paid plans are required for professional features. |
| Commercial Use | Commercial use is allowed, but is restricted to the free plan. |
| User Interface. | Easy to use and integrated with major code editors. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Merits. | Compatible with many programming languages. Highly accurate code completion. Free plans available. Integrated with major editors. |
| Disadvantages. | Requires a paid plan. Free plans have restrictions on commercial use. Advanced customization requires learning. Some suggestions may be inaccurate. |
Replit
Replit is a tool that provides a cloud-based development environment and uses AI to assist with code completion and debugging.It supports many programming languages and allows easy coding in the browser.
| Item | Description |
|---|---|
| Price. | Free plans are available, but paid plans are required for professional features. |
| Commercial Use | Commercial use is allowed, but is restricted to the free plan. |
| User Interface. | A browser-based, easy-to-use, intuitive interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Merits. | Cloud-based and accessible from anywhere. Supports many programming languages. Free plans available. Easy-to-use interface. |
| Disadvantages. | Requires a paid plan. Free plans have restrictions on commercial use. Advanced customization requires learning. Internet connection required. |
9. game content generation tool overview
Game content generation tools utilize AI technology to automatically generate game content such as game scenarios, characters, level design, and items.These tools are used in indie game development, prototyping, and large-scale game projects to reduce development time and generate creative content.
AI Dungeon
AI Dungeon is an interactive storytelling tool based on OpenAI’s GPT-3 that dynamically generates game scenarios based on user input text.It is especially suited for text adventure games and interactive storytelling.
| Item | Description |
|---|---|
| Price. | Basic features are free, but a monthly fee is required for premium plans. |
| Commercial Use. | Commercial use is allowed, but with specific licensing requirements. |
| User Interface. | An intuitive and easy-to-use interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Merits. | Dynamic game scenarios can be generated. Enjoy a variety of storylines. Free plans available. Intuitive interface. |
| Disadvantages. | Requires a premium plan. Some scenario generation may be inaccurate. Licensing conditions may be complex. Advanced customization requires learning. |
Unity ML-Agents
Unity ML-Agents is an AI learning environment that uses the Unity engine to automatically learn and generate behaviors for in-game agents.This facilitates the development of complex AI characters and game mechanics.
| Item | Description |
|---|---|
| Price | Available for free, but may require a Unity Pro license. |
| Commercial Use. | Commercial use is allowed, but must comply with Unity’s licensing terms. |
| User Interface. | Easy to use and integrated with the Unity editor. |
| Learning Cost | Basic operation is easy, but training AI requires technical knowledge. |
| Benefits | Can generate complex AI characters. Seamless integration with Unity. Free of charge. Highly customizable. |
| Disadvantages. | Requires technical knowledge for advanced AI training. May require Unity Pro license. Training may take time. Licensing conditions apply for commercial use. |
Ludo AI
Ludo AI is an AI tool designed for game developers to automatically generate various game content, including game concept generation, level design, and character creation.It allows developers to quickly materialize their ideas and speed up the early stages of game development.
| Item | Description |
|---|---|
| Price | Paid plans are required and prices vary depending on the features you use and the amount of content you generate. |
| Commercial Use. | Commercial use is allowed, but with specific licensing requirements. |
| User Interface. | An intuitive and easy-to-use interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Benefits | Quick generation of game concepts and level designs. Easy-to-use interface. Speeds up the early stages of development. Generates high quality content. |
| Disadvantages. | Requires a paid plan. Licensing requirements can be complex. Advanced customization requires learning. Generated content does not fit all needs. |
Promethean AI
Promethean AI is a tool that automates game level design and scene creation, allowing AI to generate detailed game environments based on user instructions.This allows developers to save time and efficiently create high-quality game environments.
| Item | Description |
|---|---|
| Price | Paid plans are required and prices vary depending on the features you use and the amount of content you generate. |
| Commercial Use. | Commercial use is allowed, but with specific licensing requirements. |
| User Interface. | An intuitive and easy-to-use interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Benefits | Quick generation of detailed game environments. Easy-to-use interface. Efficient creation of high-quality scenes. Significant savings in development time. |
| Disadvantages | Requires a paid plan. Licensing requirements can be complex. Advanced customization requires learning. Generated environments do not fit all needs. |
10. blueprint generation tools
Blueprint generation tools utilize AI technology to automatically generate architectural blueprints, mechanical blueprints, schematics, and more.These tools help streamline design, reduce errors, and speed prototyping.
AutoCAD AI
AutoCAD AI is a tool that integrates AI capabilities into Autodesk’s AutoCAD to support the automatic generation of architectural and mechanical design drawings.Its advanced design features and automation tools significantly improve the efficiency of the design process.
| Item | Description |
|---|---|
| Price | Paid plans are required and there is a monthly or annual fee. |
| Commercial Use | Commercial use is available and plans for companies are offered. |
| User Interface. | An intuitive and easy-to-use interface is provided, making it familiar to designers. |
| Learning Cost. | Basic operation is easy, but learning is required to use advanced features. |
| Benefits | Provides advanced design capabilities. Improves efficiency of the design process. Integrates with major editors. Supports design automation. |
| Disadvantages. | Requires a paid plan. Advanced features require learning. Potential additional costs for commercial use. Privacy and security concerns. |
SketchUp AI
SketchUp AI integrates AI technology into the SketchUp 3D modeling tool to support architectural design and interior design projects.Automated design features enable rapid prototyping and design refinement.
| Item | Description |
|---|---|
| Price. | Free plans are available, but paid plans are required for professional features. |
| Commercial Use. | Commercial use is allowed, but is restricted to the free plan. |
| User Interface. | An easy-to-use and intuitive interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Merits. | Easy to create 3D models. Free plans available. Ideal for prototyping. Easy-to-use interface. |
| Disadvantages. | Requires a paid plan. Free plans have restrictions on commercial use. Advanced customization requires learning. Some features are limited. |
SolidWorks AI
SolidWorks AI is an AI tool that supports the automation of mechanical design, providing a wide range of capabilities from part design to assembly.It is particularly suitable for use in the manufacturing and engineering fields to streamline the design process.
| Item | Description |
|---|---|
| Price | A paid plan is required and there is a monthly or annual fee. |
| Commercial Use | Commercial use is available and plans for companies are offered. |
| User Interface. | An intuitive and easy-to-use interface is provided. |
| Learning Cost. | Basic operation is easy, but learning is required to use advanced features. |
| Benefits | Provides advanced mechanical design capabilities. Improves efficiency of the design process. Ideal for commercial use. Supports design automation. |
| Disadvantages. | Requires a paid plan. Advanced features require learning. Commercial use may incur additional costs. Advanced customization takes time. |
Tinkercad AI
Tinkercad AI is a 3D modeling tool for beginners, ideal for educational purposes and prototyping.Its easy interface and automation features allow users to start designing quickly.
| Item | Description |
|---|---|
| Price | Completely free of charge. |
| Commercial Use | Commercial use is available and license free. |
| User Interface. | An easy-to-use and intuitive interface is provided. |
| Learning Cost. | Basic operation is very easy and can be learned in a short time. |
| Merits. | Free of charge. Ideal for educational purposes and prototyping. Easy-to-use interface. Designs can be started in a short period of time. |
| Disadvantages | Limited advanced features. Not suitable for professional projects. Fewer features than other tools. Not suitable for large scale design projects. |
CircuitMaker
CircuitMaker is an AI tool for electronic circuit design that supports automatic schematic generation and simulation.It is especially suitable for electronics projects and prototyping.
| Item | Description |
|---|---|
| Price. | Basic features are free, but professional features require a paid plan. |
| Commercial Use. | Commercial use is allowed, but with specific licensing requirements. |
| User Interface. | An intuitive and easy-to-use interface is provided. |
| Learning Cost. | Basic operation is simple and can be learned in a short time. |
| Merits. | Capable of automatic schematic generation. Ideal for electronic circuit design. Free plan available. Full simulation functionality. |
| Disadvantages. | Professional features require a paid plan. Licensing conditions may be complex. Advanced customization requires learning. Some features are limited. |
AI-generated tools can contribute greatly to the efficiency of creative projects and operations.We hope this article will help you choose the right tool.That concludes our introduction.Thank you for your time.
