Genmo
Genmo is a platform for creating and sharing interactive, immersive generative art. Go beyond 2D images on Genmo by creating videos, 3D scenes, animations, vector design assets, and more.
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What is Genmo AI: A Step-by-Step Guide to Using Genmo AI
What is the use of Genmo AI? How to use this tool to make text to videos and Text-To- Images. Here is a full guide with examples
By Ankit ShahUpdated: May 21, 2023
Editing with the power of artificial intelligence is becoming increasingly popular and exciting. Each day, new tools are emerging to simplify our complex editing tasks in just minutes. In this article, we will explore Genmo AI, a remarkable AI tool for text-to-video and text-to-image editing. We will provide a step-by-step guide on how to use Genmo to generate videos and images.
What is Genmo AI?
Genmo AI is an AI-powered tool that enables users to create creative and attractive videos within seconds using text prompts or images. It is the second tool, after Kaiber AI, capable of transforming text to video and image to video based on user prompts. The more detailed prompt you submit, the more interesting and engaging videos Genmo AI will generate. Genmo also offers an upgraded version called Genmo v2 or Genmo v2, which provides better results, enhanced images, and superior videos.
Is Genmo AI free?
Yes, Genmo AI offers a free option to start creating videos. To ensure accessibility for all users, Genmo AI has implemented a fuel system. Each chat or creation consumes a small amount of fuel. Fuel balances are automatically reset every day at midnight.
The free option provides 100 fuel per day, but the generated videos will have a Genmo watermark. To bypass these limitations, Genmo offers Turbo Mode at $10 per month. With Turbo Mode, users receive 1000 daily fuel, videos without watermarks, priority access to new models and upcoming features, and access to Genmo Chat.
What is Genmo Chat
Genmo Chat is a chatbot designed to help users create videos and images with Genmo more efficiently. While the regular Genmo AI interface requires users to come up with prompts on their own, Genmo Chat serves as a helpful guide, similar to ChatGPT, to enhance the video and image creation process.
Currently, Genmo Chat is under development and available for testing to premium subscribers. We will provide an in-depth article on how to use Genmo Chat when it becomes available for all users.
How to use Genmo AI?
To begin using Genmo AI, you need to sign in and create an account on Genmo. Simply visit Genmo.ai website and click on the login button in top right corner. Choose to log in with either your Google or Discord account. After successfully logging in, click on the Alpha button to access the Alpha version of Genmo AI.
You will find three options: Search, Create, and Upload. By using the Search option, you can explore the images already available on Genmo. With the Create option, you can generate your own images by providing prompts, separated by commas. Remember, the more detailed your prompts, the better the image results will be according to your expectations.
For demonstration purposes, let’s use the prompt “A super car, realistic.” Enter the prompt and click on the Generate Image button. Wait a few seconds for Genmo AI to generate an image based on your prompt. If you are not satisfied with the output, you can make changes to the prompt and click on the Generate Image button again.
Once you have the perfect image, click on the checkmark icon at the bottom left of the image. This will open the editor dashboard, where you can make final adjustments to create your video. It’s important to note that if you already have an image on your device, you can click on the Upload button to use your own images instead of generating them with prompts or using images created by others.
Now comes the crucial step. Enter your imagination in the “Edit 1” input field (Enter your Prompt). Click on the “Add Edit” button to add another prompt. You can use commas to separate multiple prompts. After entering your prompts, click on the “Make video” button to initiate the video creation process. Wait for the video to be generated, and once it’s ready, you can download the final video by clicking on the “Download” button.
My simple prompt (For example purpose, your should use your own prompt):
Make the car into a flying car, artificial intelligence and NextGen technology, nitrogen gas, blinking headlights, high tech cities
My Simple prompt output:
With this prompt, Genmo AI will transform your input into a captivating video. But this is simple and normal prompt. It’s worth noting that mastering the art of writing professional prompts on Genmo AI may take some practice, as the quality of the output depends on the input provided.
Professional detailed prompt used for below videos:
These examples showcase the incredible capabilities of Genmo AI. To discover more images and videos generated by Genmo AI, you can visit the Community tab on the website. Remember, Genmo AI not only enables text-to-video generation but also allows you to create stunning text-to-image transformations using the “Create” option mentioned earlier. Also, make sure to add background music to make the video more engaging. You can add background music with help of other software or apps after downloaded the Genmo generated video.
As of now, Genmo AI is in its Alpha stage, with beta and final versions set to be released in the future. Don’t hesitate to experiment and practice with different videos and images to achieve the best possible results. Enjoy the process and unleash your creativity with Genmo AI!
Conclusion
In conclusion, Genmo AI is an exciting AI tool that empowers users to effortlessly create captivating videos and images. By following the step-by-step guide outlined in this article, you can unleash your creativity and explore the vast possibilities offered by Genmo AI. Start using Genmo AI today and embark on a journey of visually stunning creations powered by artificial intelligence.
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Create INFINITE AI ANIMATIONS from Photo | Instagram Tiktok Trend | Deforum Alternative | Genmo
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Compare Genmo alternatives for your business or organization using the curated list below
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$33.26 per month
Centropo
Videos are 1200% more likely to capture the imagination of potential home buyers than still images. But video creation is expensive and time consuming. Are you tired of spending time and money creating videos for your listings? Do you wish there was an easier way to showcase properties and engage with potential buyers? Our AI video creation service is here to help. With just a few clicks, you can create professional-quality videos that showcase your listings in the best possible light. Our AI technology takes care of all the heavy lifting, allowing you to focus on what you do best: selling real estate. Here's how it works: 1. Give us a link to the property website or to the listing on any web-based real estate app. 2. Let our AI do the rest! We will automatically generate a compelling video that highlights the key features of the property and uses your description for voice over. 3. Post the video on social media to reach buyers and impress potential sellers.
Visla
Minimize the effort needed for video creation with an innovative flow and a revolutionary transcript-based framework featuring proprietary machine learning technologies. Visla turns your ideas into action. Make, manage, and share your videos that move your audience. We are the one video platform for all your video needs. Record, edit, and share professional-quality, visually appealing videos for marketing, sales, and team communication all in one place. We are on a mission to revolutionize video creation and communication through easy-to-use tools. We want to empower creators and businesses to tell their stories and connect with their audience through video.
$19 per month
Plazmapunk
Try Plazmapunk beta now. Music in and video out. Experience AI-generated videos now. Generate your own AI video. More varying scenes are displayed for custom audio (scene change approx every 8 seconds instead of over 20 seconds) Choose one of our pre-selected songs, click on the MP3 button to upload your song, or click the microphone button to record music yourself. Select the part of the song you want to generate a video for. You can drag on either end of the highlighted section to change the duration or enter the timestamps manually. Select a visual style for your video. You will be able to tune and adapt the style in the next step. Try out the filter function (top right) if you are looking for a particular description or feeling. If you want you can now adapt, expand, or completely change the style description. Feel free to give it a try and experiment! If you’re unhappy with the style suggestions or just have some small changes in mind, you can add or rewrite the description.
Free
Synthesys Studio
Synthesys is on the leading edge of developing algorithms for text to voice and videos for commercial use. Imagine being able to enhance your website explainer videos or product tutorials in a matter of minutes with the aid of a natural human voice. Synthesys Text-to-Speech (TTS) and Synthesys Text-to-Video (TTV) technology transform your script into vibrant and dynamic media presentations. Using clear, natural voiceovers brings trust and authority to your digital message, creating a relatable and emotional connection between your customers and your brand. With the power of Synthesys ai voice generator, you can make the jump from plain old text to dynamic and engaging digital content.
Wave.video
Wave.video is an all-in-one video platform that combines five must-have products for successful video marketing: live streaming studio, video recording app, video editor, thumbnail maker, and video hosting. On top of it, you get access to over 200M of stock videos, photos, and audio tracks and over 1000 customizable video templates. The most affordable solution allows every marketer and business to create professional live streams, promo videos, GIFs, and images with no design skills. Live streaming killer features: • Fully customizable layouts with no coding required • Planning live streams with scenes • Multistreaming for different channels and easy scheduling • Broadcasting from two cameras simultaneously Video editor killer features • Auto-captions with customizable styles • AI-powered text-to-video feature • Access to over 200M stock video clips, images, and audio tracks • Uploading your own footages • Auto-resizing for 30+ video formats • Voice-over
$20.00/month/user
BOOLV
Central Selling Point: Turn your product info. page into stunning promotion videos in just a click How to use: Upload the product link of Shopify store or your product pics directly. Turn your content into stunning promotion videos with one click Select one video to download. Key Features: Smart feature extraction Intelligently extract features from your product info. page or product pics. Deep-learning brain in fashion industry Machine learning videos with high dissemination capacity on the market, auto-generation for you. Create videos with 1-click Turn in your product info. content into stunning promotion videos. Detailed Description: Based on AI and marketing data, BOOLV automatically generates high-quality videos to boost your brands' marketing performance. All-In-One Platform Generate Generate brand and product videos with just one click Manage Store, manage and publish your video assets in the cloud, all in one place. Boost Promote your brand and
$29
Rephrase.ai
A sophisticated deep learning engine lies at the heart of Rephrase, that learns facial features corresponding to spoken audio and reconstructs photorealistic faces for any new given text or audio. This engine can be accessed by a simple API call or a web app. At Rephrase, we build generative AI tools to ease video creation. We are building a tool which can take any piece of text and create a video of any person speaking that text. This can be used by HR to create training videos, personalising videos for sales, making characters speak in AR/ VR, giving a face to digital assistants, A/B testing digital ads to increase marketing ROI amongst other applications. Use Generative AI to address millions of customers personally, through videos. Take your Emails from text to videos, impersonal to human, or even from spammy to personalized. Integrate seamlessly with your existing tools. Send video emails using the same tools you use for text email.
$100
Paradiso AI
Make studio-quality videos and content come alive for your podcasts, presentations, training, and tutorials with artificial intelligence. Create an audio version of an employee training manual, making it more accessible for employees with reading difficulties or who prefer to learn through listening rather than reading. The AI text to speech converter also helps in generating ai voiceovers for presentations, videos, and other multimedia materials. Convert spoken words into written text to automatically transcribe meetings, interviews, and more. With AI speech to text converter, you can quickly and easily turn your spoken words into actionable information, streamlining your workflows and increasing productivity. Generate videos with unique AI avatars or customize them for an engaging and interactive experience. With this technology, create customized explainer videos, tutorials, and other forms of educational content from audio, blog posts, articles, and more.
$25 per month
Hour One
Hour One provides an AI-powered video generator featuring engaging, photo-realistic virtual presenters. Hour One is the ideal solution for any organization that needs to create effective product video content, easily, quickly, and affordably at scale. ⚡️ All you need to do (after quickly signing up) is pick your character and theme setting, type in your text for the AI character to voice out, and your video will be generated in a matter of minutes. You can connect Hour One into your favorite workflows and simplify your video creation and publishing process by integrating it with PowerPoint, Slack, OneDrive and more. 🤖
$25 per month
HumanPal
Convert any text into beautiful human videos within a few minutes. Get AI Humans to speak with perfect lip-sync in any language. Select a HumanPal or use the AI digital human generator to generate realistic looking faces that can be used for any commercial purposes without any extra fees. Upload your own voice or choose from 300 ultra-realistic human text-to-speech voices. Sync the voices with your HumanPal and control the speed and pitch of the voices to generate a natural voice that suits your needs. Choose from the wide library of ready-to-use video templates. Personalize the templates with your own text effects, fonts, animations, watermarks, and backgrounds for endless possibilities.
$199
SubPage Software
WowTo - An instant Video Knowledge Base Software 📹 Build a professional video help center for your company, product, or service with a few clicks. 👼Anyone from your team with no technical or video editing knowledge can create how-to videos and video tutorials like help videos, instructional videos, customer service videos, and step-by-step videos within minutes. 🚀 Launch a no-hassle and no-code, video knowledge base for your website with your customized brand colors. Choose from multiple themes and layouts. ⚡️WowTo's chrome extension - The fastest way to create workflow videos. 👩💻 Step up your customer success by bringing self-serve help for your customers within the app using the WowTo video widget. ▶️Video sharing is made easy with a video knowledge base link, video URL, or by embedding the link. You can also download your WowTo videos and share them. 🔗Make communication inside your existing apps like Intercom, Slack, Zendesk, Jira, and Confluence more
$0/month/user
Gan.ai
Record once and create personalized videos at scale for anyone. Record and upload your video template. Select words that need personalization. Our AI, Myna, generates your personalized videos. Personalized video messages are 300% more likely to get replies. 87% of video marketers reported that video gives them a positive ROI. Our customers see a 3X+ increase in conversions from their regular video campaigns. Our customers are able to multiply top-of-mind awareness, views, shares and engagement using personalized video campaigns. Build custom landing pages and microsites with built-in analytics and embedded micro-interactions. With native integrations, users will never need to leave a page or hop across tabs to complete actions.
DeepWord
With DeepWord you can create realistic videos of people talking without any actors or equipment. Just select or upload an actor and type or upload what you want them to say. Personalized video is by far the most engaging means of communicating with a sales prospect or existing customer. However, it is unfeasible to produce at scale due to time and cost constraints. But now with DeepWord, you can upload contacts via any CRM and personalize videos for each individual using merge tags. Then import the videos back to your CRM and distribute them in sales campaigns, email sequences, or however you see fit. Choose from our many different options of actors for all your needs, or make it more personal with your own video. Your video will be generated in just minutes. You can view, download, share, or translate it once the generating is complete.
$ 14.99 per month
vidyo.ai
Create social-ready short clips from your long videos with AI. Save 90% of time and effort. Make short videos from long ones instantly. Make content repurposing your superpower for online growth! vidyo.ai automatically selects, edits & captions top moments from your videos. Upload a video from your computer or use a Youtube link. Tell us your requirements for platforms, formats, & templates. Our AI will make customized short videos. You can change colors, fonts, subtitles & more. Captions improve video performance by 40%. Get platform native sizes for videos. Get the most interesting parts of videos magically. Get chapter timestamps for better descriptions. High-performing & visually appealing looks for your videos. Better quality for your video content. Grow faster on social media by sharing more content from your main videos with the power of content repurposing. Your content marketing efforts can yield up to 4X results with the right kind of content repurposing.
$29.99 per month
OFFEO
Video creation made easy with OFFEO. Nifty tools and features packed into one simple interface. Start by getting inspired by thousands of curated designer templates. Use any of these as a skeleton to build your ideal video. Learning new software can be a serious pain. With a sleek UI and a drag-and-drop system, the platform feels surprisingly familiar to use. Animate your whole project in one single click. We’ll do all the heavy lifting for you with Genimate. An amazing video is made whole with an equally good soundtrack. Choose from our curated audio library of over 500+ soundtracks in various mood. Start creating videos for your website, blog or social media profiles. No credit cards are required. Always bright and dynamic, our templates spark endless possibilities. Impress your audiences with stunning designs that stand out on every platform.
$19 per month
ClipsReel
Enter any URL or paste a piece of content or paste Amazon, eBay, AliExpress, or Walmart product page link into the ClipsReel video creation page. ClipsReel automatically pulls out the highlights of your content and creates an engaging video in seconds. Add music, automatic voiceovers, captions, logos, and more to your video, then tap to download or share on Facebook and YouTube. Get access to our massive library of 5,000+ background and abstract video clips. Get access to your background music library with over 650 background music files to choose from. With 1,000 professionally selected fonts, you can now add that professional look to your texts in your videos. Import your own logo or add your own text, adjust transparency and turn it into your own watermark. Want to add your own audio or music? With ClipsReel you can easily do that too. Converts text into high-quality voice with 50 voices to choose from.
Oxolo
Copy your product listing's URL and paste it into Oxolo. We'll summarize your unique selling points into a video script, Oxolo does all the heavy lifting – writing and storyboarding, as well as adding the right actor, voice-over, music, and imagery. Full video production in minutes. Our studio editor gives you the power to swap the actor, voice, images, and more. Download and share it on your product page, website, or social media. Watch your SEO ranking go up and your revenue skyrocket. For many, videos created by Oxolo’s AI are ideal on the first shot, while some like to give it a bit more polish. That's why Oxolo comes with a user-friendly editor that lets you change voices, actors, music, script, and images.
$24.99 per month
Inksprout
Make engaging, bite-size, social videos in seconds from your blog with AI-powered captions. Monitor trends in your industry and niche. Quickly share the news with your networks with Inksprout's intro suggestions. Quickly generate, download, and share bite-size videos on your marketing channels. The app allows users to import their favorite blogs by URL. Any blog or website that has a valid URL can be imported, summarized and turned into videos using Inksprout. The API/CSV automation feature in Inksprout allows users to automate their content creation and publishing process by integrating their Inksprout account with external platforms using APIs or CSV files. With this feature, you can upload CSV files with content or URL, and to generate summarized captions. Additionally, you can use APIs to fetch data from other platforms, such as blogs or news websites, and automatically create summaries based on the fetched data.
$12.60 per month
Quinvio
Create an outline of ideas, review AI content suggestions and pick your spokesperson. That's all you need to make a video presentation! Scribble your content ideas with AI suggestions to improve your writing performance Start by outlining the topics and prompt different ideas until you find one that best matches your presentation vision. Try multiple suggestions from ready-made templates, organise and rephrase. Promote the best suggestions, review final script and get it ready to present. Choose among many realistic avatars to present your ideas and set language, speaking style etc. Quickly share to your audience, download or embed to your site in an instant. Provide quick and engaging educational content that breaks down complex topics into easy-to-understand chunks. Make it easy to get new employees up to speed quickly, allowing them to hit the ground running on day one.
$29.99 per month
ModelScope
This model is based on a multi-stage text-to-video generation diffusion model, which inputs a description text and returns a video that matches the text description. Only English input is supported. This model is based on a multi-stage text-to-video generation diffusion model, which inputs a description text and returns a video that matches the text description. Only English input is supported. The text-to-video generation diffusion model consists of three sub-networks: text feature extraction, text feature-to-video latent space diffusion model, and video latent space to video visual space. The overall model parameters are about 1.7 billion. Support English input. The diffusion model adopts the Unet3D structure, and realizes the function of video generation through the iterative denoising process from the pure Gaussian noise video.
Free
Synths Video
Synths.video - convert articles into videos in one click. Next-generation of video content creation, distribution and monetization. Make a Studio-Quality Video with 40+ pre-recorded avatars in minutes. Built-in YouTube integration included. We will grab content from your URL and make scenes based on the video template. After processing video will be uploaded to your YouTube channel.
$399 per month
Synthesia
Used and trusted by Accenture, WPP, BBC, Reuters and more. Create your own AI video. As easy as writing an email. With Synthesia, you can easily create stunning business videos. Say goodbye to actors, film crews and expensive equipment. Create presenter-led video courses that engage and inspire your workforce and that can easily be updated, translated and personalized. Explain, pitch and sell it with video. Create narrated video presentations, in 40+ languages, at the convenience of typing in text. Improve your email conversion rates by including the world's first realistically-looking personalized videos. Choose from our in-house video avatars or create your own avatar. Just type or paste in your video script. We support 40+ languages. Your video will be created within minutes. Translate, download or stream it after. All you need is an internet connection.
$30 per month
VidMora AI
We have spent many successful years in the Content Writing & Video Marketing Field and served 10000+ happy customers. With so much experience behind us, we can tell you that the Content Marketing & Even Video Marketing industry is the next big trend because We all Know that we need Content & Video marketing for selling our own products, services, and affiliate offers. And If you are still using only Content Marketing in your business Not Video Marketing then you are missing out on something important in your business. ChatGPT technology will generate unlimited contents & videos In FLAT 30 Seconds.
Vedia
Helping publishers and channel providers for OTT, DOOH & CTV increase revenue by converting data sets into high-performing video assets. Automatically create, personalize, and publish videos on social media for sales outreach, content marketing, promotional ad campaigns, and much more! Built with scalability in mind, Vedia generates hundreds of unique videos to thousands in virtually the same amount of time and effort. Deliver the right message at the right time with video. Vedia helps you increase engagement and boost conversions with data-driven video. Our video automation platform for data journalism transforms your data into broadcast-quality videos that can be monetized across desktop, mobile, OTT, CTV, and DOOH. We do this by analyzing terabytes of data each day, identifying the most relevant signals, and generating thousands of targeted videos across multiple verticals each month.
Vidon.ai
Vidon AI automatically generates engaging shareable videos from your blog posts. Use video to standout on social, rank higher on Google, and share your content on video only platforms. Key Benefits: Stand out on Social: Share a teaser video to your new blog post on social media. Leads prefer consuming video and it is 3x more likely to get shared. Rank higher on Google: Google loves video content! Increase your rankings and dwell times by embedding video into your blog posts. Borden your audience: Share your content on video only platforms like TikTok and YouTube to speak to repurpose your content to a new audience.
$12 / month
Decoherence
Create what can't be filmed with Decoherence. Decoherence synchronizes your audio to visual effects in your generated video. Zoom in with the drum beat, pan up as the singer sings, or reset the visual scene with the bass.
$9 per month
Efface Studios
Video editing is a slow and laborious process. Even the best video editing software requires a lot of human input to get impressive results. Fortunately for us, AI tools are a thing now. Instant is a next-level video maker that automates the process of finding, adding, and finishing video creation and editing without compromising on quality. Instant is an AI-powered video maker that creates videos from input text. This tool makes it easy to create quality videos in just a few minutes through the combined use of AI and automation. All you need to do is add the name of the theme or idea of the video, Instant will show you the most trending themes that you can create your video on, just select a suggestion that suits your needs or customize it yourself in the editor of blocks and export the finished HD video for YouTube, Facebook, Instagram or any other platform. You can use this tool to create all kinds of videos, including memes, etc.
Free
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The platforms, websites and the tool's are the best for growing your business in 2022/3
שלום וברוכים הבאים לאתר החדש שלנו המשתף אתכם בפלטפורמות האינטרנט והכלים החזקים ביותר הקיימים היום ברשת. כל הפלטפורמות, האתרים והכלים הם בעלי בינה מלאכותית AI ובעלי דירוג של 5 כוכבים. כל הפלטפורמות, האתרים והכלים חינמיים ומקצועיים בתשלום הפלטפורמות, האתרים והכלים באתר זה הם הטובים ביותר והמועילים ביותר להצמחת ולהגדלת העסק שלך ב-2022/3
A Guide for AI-Enhancing YOUR Existing Business Application
A guide to improving your existing business application of artificial intelligence
מדריך לשיפור היישום העסקי הקיים שלך בינה מלאכותית
What is Artificial Intelligence and how does it work? What are the 3 types of AI?
What is Artificial Intelligence and how does it work? What are the 3 types of AI? The 3 types of AI are: General AI: AI that can perform all of the intellectual tasks a human can. Currently, no form of AI can think abstractly or develop creative ideas in the same ways as humans. Narrow AI: Narrow AI commonly includes visual recognition and natural language processing (NLP) technologies. It is a powerful tool for completing routine jobs based on common knowledge, such as playing music on demand via a voice-enabled device. Broad AI: Broad AI typically relies on exclusive data sets associated with the business in question. It is generally considered the most useful AI category for a business. Business leaders will integrate a broad AI solution with a specific business process where enterprise-specific knowledge is required. How can artificial intelligence be used in business? AI is providing new ways for humans to engage with machines, transitioning personnel from pure digital experiences to human-like natural interactions. This is called cognitive engagement. AI is augmenting and improving how humans absorb and process information, often in real-time. This is called cognitive insights and knowledge management. Beyond process automation, AI is facilitating knowledge-intensive business decisions, mimicking complex human intelligence. This is called cognitive automation. What are the different artificial intelligence technologies in business? Machine learning, deep learning, robotics, computer vision, cognitive computing, artificial general intelligence, natural language processing, and knowledge reasoning are some of the most common business applications of AI. What is the difference between artificial intelligence and machine learning and deep learning? Artificial intelligence (AI) applies advanced analysis and logic-based techniques, including machine learning, to interpret events, support and automate decisions, and take actions. Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Deep learning is a subset of machine learning in artificial intelligence (AI) that has networks capable of learning unsupervised from data that is unstructured or unlabeled. What are the current and future capabilities of artificial intelligence? Current capabilities of AI include examples such as personal assistants (Siri, Alexa, Google Home), smart cars (Tesla), behavioral adaptation to improve the emotional intelligence of customer support representatives, using machine learning and predictive algorithms to improve the customer’s experience, transactional AI like that of Amazon, personalized content recommendations (Netflix), voice control, and learning thermostats. Future capabilities of AI might probably include fully autonomous cars, precision farming, future air traffic controllers, future classrooms with ambient informatics, urban systems, smart cities and so on. To know more about the scope of artificial intelligence in your business, please connect with our expert.
מהי בינה מלאכותית וכיצד היא פועלת? מהם 3 סוגי הבינה המלאכותית?
מהי בינה מלאכותית וכיצד היא פועלת? מהם 3 סוגי הבינה המלאכותית? שלושת סוגי הבינה המלאכותית הם: בינה מלאכותית כללית: בינה מלאכותית שיכולה לבצע את כל המשימות האינטלקטואליות שאדם יכול. נכון לעכשיו, שום צורה של AI לא יכולה לחשוב בצורה מופשטת או לפתח רעיונות יצירתיים באותן דרכים כמו בני אדם. בינה מלאכותית צרה: בינה מלאכותית צרה כוללת בדרך כלל טכנולוגיות זיהוי חזותי ועיבוד שפה טבעית (NLP). זהו כלי רב עוצמה להשלמת עבודות שגרתיות המבוססות על ידע נפוץ, כגון השמעת מוזיקה לפי דרישה באמצעות מכשיר התומך בקול. בינה מלאכותית רחבה: בינה מלאכותית רחבה מסתמכת בדרך כלל על מערכי נתונים בלעדיים הקשורים לעסק המדובר. זה נחשב בדרך כלל לקטגוריית הבינה המלאכותית השימושית ביותר עבור עסק. מנהיגים עסקיים ישלבו פתרון AI רחב עם תהליך עסקי ספציפי שבו נדרש ידע ספציפי לארגון. כיצד ניתן להשתמש בבינה מלאכותית בעסק? AI מספקת דרכים חדשות לבני אדם לעסוק במכונות, ומעבירה את הצוות מחוויות דיגיטליות טהורות לאינטראקציות טבעיות דמויות אדם. זה נקרא מעורבות קוגניטיבית. בינה מלאכותית מגדילה ומשפרת את האופן שבו בני אדם קולטים ומעבדים מידע, לעתים קרובות בזמן אמת. זה נקרא תובנות קוגניטיביות וניהול ידע. מעבר לאוטומציה של תהליכים, AI מאפשר החלטות עסקיות עתירות ידע, תוך חיקוי אינטליגנציה אנושית מורכבת. זה נקרא אוטומציה קוגניטיבית. מהן טכנולוגיות הבינה המלאכותית השונות בעסק? למידת מכונה, למידה עמוקה, רובוטיקה, ראייה ממוחשבת, מחשוב קוגניטיבי, בינה כללית מלאכותית, עיבוד שפה טבעית וחשיבת ידע הם חלק מהיישומים העסקיים הנפוצים ביותר של AI. מה ההבדל בין בינה מלאכותית ולמידת מכונה ולמידה עמוקה? בינה מלאכותית (AI) מיישמת ניתוח מתקדמות וטכניקות מבוססות לוגיקה, כולל למידת מכונה, כדי לפרש אירועים, לתמוך ולהפוך החלטות לאוטומטיות ולנקוט פעולות. למידת מכונה היא יישום של בינה מלאכותית (AI) המספק למערכות את היכולת ללמוד ולהשתפר מניסיון באופן אוטומטי מבלי להיות מתוכנתים במפורש. למידה עמוקה היא תת-קבוצה של למידת מכונה בבינה מלאכותית (AI) שיש לה רשתות המסוגלות ללמוד ללא פיקוח מנתונים שאינם מובנים או ללא תווית. מהן היכולות הנוכחיות והעתידיות של בינה מלאכותית? היכולות הנוכחיות של AI כוללות דוגמאות כמו עוזרים אישיים (Siri, Alexa, Google Home), מכוניות חכמות (Tesla), התאמה התנהגותית לשיפור האינטליגנציה הרגשית של נציגי תמיכת לקוחות, שימוש בלמידת מכונה ואלגוריתמים חזויים כדי לשפר את חווית הלקוח, עסקאות בינה מלאכותית כמו זו של אמזון, המלצות תוכן מותאמות אישית (Netflix), שליטה קולית ותרמוסטטים ללמידה. יכולות עתידיות של AI עשויות לכלול כנראה מכוניות אוטונומיות מלאות, חקלאות מדויקת, בקרי תעבורה אוויריים עתידיים, כיתות עתידיות עם אינפורמטיקה סביבתית, מערכות עירוניות, ערים חכמות וכן הלאה. כדי לדעת יותר על היקף הבינה המלאכותית בעסק שלך, אנא צור קשר עם המומחה שלנו.
Glossary of Terms
Application Programming Interface(API):
An API, or application programming interface, is a set of rules and protocols that allows different software programs to communicate and exchange information with each other. It acts as a kind of intermediary, enabling different programs to interact and work together, even if they are not built using the same programming languages or technologies. API's provide a way for different software programs to talk to each other and share data, helping to create a more interconnected and seamless user experience.
Artificial Intelligence(AI):
the intelligence displayed by machines in performing tasks that typically require human intelligence, such as learning, problem-solving, decision-making, and language understanding. AI is achieved by developing algorithms and systems that can process, analyze, and understand large amounts of data and make decisions based on that data.
Compute Unified Device Architecture(CUDA):
CUDA is a way that computers can work on really hard and big problems by breaking them down into smaller pieces and solving them all at the same time. It helps the computer work faster and better by using special parts inside it called GPUs. It's like when you have lots of friends help you do a puzzle - it goes much faster than if you try to do it all by yourself.
The term "CUDA" is a trademark of NVIDIA Corporation, which developed and popularized the technology.
Data Processing:
The process of preparing raw data for use in a machine learning model, including tasks such as cleaning, transforming, and normalizing the data.
Deep Learning(DL):
A subfield of machine learning that uses deep neural networks with many layers to learn complex patterns from data.
Feature Engineering:
The process of selecting and creating new features from the raw data that can be used to improve the performance of a machine learning model.
Freemium:
You might see the term "Freemium" used often on this site. It simply means that the specific tool that you're looking at has both free and paid options. Typically there is very minimal, but unlimited, usage of the tool at a free tier with more access and features introduced in paid tiers.
Generative Art:
Generative art is a form of art that is created using a computer program or algorithm to generate visual or audio output. It often involves the use of randomness or mathematical rules to create unique, unpredictable, and sometimes chaotic results.
Generative Pre-trained Transformer(GPT):
GPT stands for Generative Pretrained Transformer. It is a type of large language model developed by OpenAI.
GitHub:
GitHub is a platform for hosting and collaborating on software projects
Google Colab:
Google Colab is an online platform that allows users to share and run Python scripts in the cloud
Graphics Processing Unit(GPU):
A GPU, or graphics processing unit, is a special type of computer chip that is designed to handle the complex calculations needed to display images and video on a computer or other device. It's like the brain of your computer's graphics system, and it's really good at doing lots of math really fast. GPUs are used in many different types of devices, including computers, phones, and gaming consoles. They are especially useful for tasks that require a lot of processing power, like playing video games, rendering 3D graphics, or running machine learning algorithms.
Large Language Model(LLM):
A type of machine learning model that is trained on a very large amount of text data and is able to generate natural-sounding text.
Machine Learning(ML):
A method of teaching computers to learn from data, without being explicitly programmed.
Natural Language Processing(NLP):
A subfield of AI that focuses on teaching machines to understand, process, and generate human language
Neural Networks:
A type of machine learning algorithm modeled on the structure and function of the brain.
Neural Radiance Fields(NeRF):
Neural Radiance Fields are a type of deep learning model that can be used for a variety of tasks, including image generation, object detection, and segmentation. NeRFs are inspired by the idea of using a neural network to model the radiance of an image, which is a measure of the amount of light that is emitted or reflected by an object.
OpenAI:
OpenAI is a research institute focused on developing and promoting artificial intelligence technologies that are safe, transparent, and beneficial to society
Overfitting:
A common problem in machine learning, in which the model performs well on the training data but poorly on new, unseen data. It occurs when the model is too complex and has learned too many details from the training data, so it doesn't generalize well.
Prompt:
A prompt is a piece of text that is used to prime a large language model and guide its generation
Python:
Python is a popular, high-level programming language known for its simplicity, readability, and flexibility (many AI tools use it)
Reinforcement Learning:
A type of machine learning in which the model learns by trial and error, receiving rewards or punishments for its actions and adjusting its behavior accordingly.
Spatial Computing:
Spatial computing is the use of technology to add digital information and experiences to the physical world. This can include things like augmented reality, where digital information is added to what you see in the real world, or virtual reality, where you can fully immerse yourself in a digital environment. It has many different uses, such as in education, entertainment, and design, and can change how we interact with the world and with each other.
Stable Diffusion:
Stable Diffusion generates complex artistic images based on text prompts. It’s an open source image synthesis AI model available to everyone. Stable Diffusion can be installed locally using code found on GitHub or there are several online user interfaces that also leverage Stable Diffusion models.
Supervised Learning:
A type of machine learning in which the training data is labeled and the model is trained to make predictions based on the relationships between the input data and the corresponding labels.
Unsupervised Learning:
A type of machine learning in which the training data is not labeled, and the model is trained to find patterns and relationships in the data on its own.
Webhook:
A webhook is a way for one computer program to send a message or data to another program over the internet in real-time. It works by sending the message or data to a specific URL, which belongs to the other program. Webhooks are often used to automate processes and make it easier for different programs to communicate and work together. They are a useful tool for developers who want to build custom applications or create integrations between different software systems.
מילון מונחים
ממשק תכנות יישומים (API): API, או ממשק תכנות יישומים, הוא קבוצה של כללים ופרוטוקולים המאפשרים לתוכנות שונות לתקשר ולהחליף מידע ביניהן. הוא פועל כמעין מתווך, המאפשר לתוכניות שונות לקיים אינטראקציה ולעבוד יחד, גם אם הן אינן בנויות באמצעות אותן שפות תכנות או טכנולוגיות. ממשקי API מספקים דרך לתוכנות שונות לדבר ביניהן ולשתף נתונים, ועוזרות ליצור חווית משתמש מקושרת יותר וחלקה יותר. בינה מלאכותית (AI): האינטליגנציה שמוצגת על ידי מכונות בביצוע משימות הדורשות בדרך כלל אינטליגנציה אנושית, כגון למידה, פתרון בעיות, קבלת החלטות והבנת שפה. AI מושגת על ידי פיתוח אלגוריתמים ומערכות שיכולים לעבד, לנתח ולהבין כמויות גדולות של נתונים ולקבל החלטות על סמך הנתונים הללו. Compute Unified Device Architecture (CUDA): CUDA היא דרך שבה מחשבים יכולים לעבוד על בעיות קשות וגדולות באמת על ידי פירוקן לחתיכות קטנות יותר ופתרון כולן בו זמנית. זה עוזר למחשב לעבוד מהר יותר וטוב יותר על ידי שימוש בחלקים מיוחדים בתוכו הנקראים GPUs. זה כמו כשיש לך הרבה חברים שעוזרים לך לעשות פאזל - זה הולך הרבה יותר מהר מאשר אם אתה מנסה לעשות את זה לבד. המונח "CUDA" הוא סימן מסחרי של NVIDIA Corporation, אשר פיתחה והפכה את הטכנולוגיה לפופולרית. עיבוד נתונים: תהליך הכנת נתונים גולמיים לשימוש במודל למידת מכונה, כולל משימות כמו ניקוי, שינוי ונימול של הנתונים. למידה עמוקה (DL): תת-תחום של למידת מכונה המשתמש ברשתות עצביות עמוקות עם רבדים רבים כדי ללמוד דפוסים מורכבים מנתונים. הנדסת תכונות: תהליך הבחירה והיצירה של תכונות חדשות מהנתונים הגולמיים שניתן להשתמש בהם כדי לשפר את הביצועים של מודל למידת מכונה. Freemium: ייתכן שתראה את המונח "Freemium" בשימוש לעתים קרובות באתר זה. זה פשוט אומר שלכלי הספציפי שאתה מסתכל עליו יש אפשרויות חינמיות וגם בתשלום. בדרך כלל יש שימוש מינימלי מאוד, אך בלתי מוגבל, בכלי בשכבה חינמית עם יותר גישה ותכונות שהוצגו בשכבות בתשלום. אמנות גנרטיבית: אמנות גנרטיבית היא צורה של אמנות שנוצרת באמצעות תוכנת מחשב או אלגוריתם ליצירת פלט חזותי או אודיו. לרוב זה כרוך בשימוש באקראיות או בכללים מתמטיים כדי ליצור תוצאות ייחודיות, בלתי צפויות ולעיתים כאוטיות. Generative Pre-trained Transformer(GPT): GPT ראשי תיבות של Generative Pre-trained Transformer. זהו סוג של מודל שפה גדול שפותח על ידי OpenAI. GitHub: GitHub היא פלטפורמה לאירוח ושיתוף פעולה בפרויקטי תוכנה
Google Colab: Google Colab היא פלטפורמה מקוונת המאפשרת למשתמשים לשתף ולהריץ סקריפטים של Python בענן Graphics Processing Unit(GPU): GPU, או יחידת עיבוד גרפית, הוא סוג מיוחד של שבב מחשב שנועד להתמודד עם המורכבות חישובים הדרושים להצגת תמונות ווידאו במחשב או במכשיר אחר. זה כמו המוח של המערכת הגרפית של המחשב שלך, והוא ממש טוב לעשות הרבה מתמטיקה ממש מהר. GPUs משמשים סוגים רבים ושונים של מכשירים, כולל מחשבים, טלפונים וקונסולות משחקים. הם שימושיים במיוחד למשימות הדורשות כוח עיבוד רב, כמו משחקי וידאו, עיבוד גרפיקה תלת-ממדית או הפעלת אלגוריתמים של למידת מכונה. מודל שפה גדול (LLM): סוג של מודל למידת מכונה שאומן על כמות גדולה מאוד של נתוני טקסט ומסוגל ליצור טקסט בעל צליל טבעי. Machine Learning (ML): שיטה ללמד מחשבים ללמוד מנתונים, מבלי להיות מתוכנתים במפורש. עיבוד שפה טבעית (NLP): תת-תחום של AI המתמקד בהוראת מכונות להבין, לעבד וליצור שפה אנושית רשתות עצביות: סוג של אלגוריתם למידת מכונה המבוססת על המבנה והתפקוד של המוח. שדות קרינה עצביים (NeRF): שדות קרינה עצביים הם סוג של מודל למידה עמוקה שיכול לשמש למגוון משימות, כולל יצירת תמונה, זיהוי אובייקטים ופילוח. NeRFs שואבים השראה מהרעיון של שימוש ברשת עצבית למודל של זוהר תמונה, שהוא מדד לכמות האור שנפלט או מוחזר על ידי אובייקט. OpenAI: OpenAI הוא מכון מחקר המתמקד בפיתוח וקידום טכנולוגיות בינה מלאכותית שהן בטוחות, שקופות ומועילות לחברה. Overfitting: בעיה נפוצה בלמידת מכונה, שבה המודל מתפקד היטב בנתוני האימון אך גרועים בחדשים, בלתי נראים. נתונים. זה מתרחש כאשר המודל מורכב מדי ולמד יותר מדי פרטים מנתוני האימון, כך שהוא לא מכליל היטב. הנחיה: הנחיה היא פיסת טקסט המשמשת לתכנון מודל שפה גדול ולהנחות את הדור שלו Python: Python היא שפת תכנות פופולרית ברמה גבוהה הידועה בפשטות, בקריאות ובגמישות שלה (כלי AI רבים משתמשים בה) למידת חיזוק: סוג של למידת מכונה שבה המודל לומד על ידי ניסוי וטעייה, מקבל תגמולים או עונשים על מעשיו ומתאים את התנהגותו בהתאם. מחשוב מרחבי: מחשוב מרחבי הוא השימוש בטכנולוגיה כדי להוסיף מידע וחוויות דיגיטליות לעולם הפיזי. זה יכול לכלול דברים כמו מציאות רבודה, שבה מידע דיגיטלי מתווסף למה שאתה רואה בעולם האמיתי, או מציאות מדומה, שבה אתה יכול לשקוע במלואו בסביבה דיגיטלית. יש לו שימושים רבים ושונים, כמו בחינוך, בידור ועיצוב, והוא יכול לשנות את האופן שבו אנו מתקשרים עם העולם ואחד עם השני. דיפוזיה יציבה: דיפוזיה יציבה מייצרת תמונות אמנותיות מורכבות המבוססות על הנחיות טקסט. זהו מודל AI של סינתזת תמונות בקוד פתוח הזמין לכולם. ניתן להתקין את ה-Stable Diffusion באופן מקומי באמצעות קוד שנמצא ב-GitHub או שישנם מספר ממשקי משתמש מקוונים הממנפים גם מודלים של Stable Diffusion. למידה מפוקחת: סוג של למידת מכונה שבה נתוני האימון מסומנים והמודל מאומן לבצע תחזיות על סמך היחסים בין נתוני הקלט והתוויות המתאימות. למידה ללא פיקוח: סוג של למידת מכונה שבה נתוני האימון אינם מסומנים, והמודל מאומן למצוא דפוסים ויחסים בנתונים בעצמו. Webhook: Webhook הוא דרך של תוכנת מחשב אחת לשלוח הודעה או נתונים לתוכנית אחרת דרך האינטרנט בזמן אמת. זה עובד על ידי שליחת ההודעה או הנתונים לכתובת URL ספציפית, השייכת לתוכנית האחרת. Webhooks משמשים לעתים קרובות כדי להפוך תהליכים לאוטומטיים ולהקל על תוכניות שונות לתקשר ולעבוד יחד. הם כלי שימושי למפתחים שרוצים לבנות יישומים מותאמים אישית או ליצור אינטגרציות בין מערכות תוכנה שונות.
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