{"id":20475,"date":"2025-08-05T14:26:59","date_gmt":"2025-08-05T06:26:59","guid":{"rendered":"https:\/\/aicats.wiki\/sites\/20475.html"},"modified":"2025-08-05T14:26:59","modified_gmt":"2025-08-05T06:26:59","slug":"lobe","status":"publish","type":"sites","link":"https:\/\/aicats.wiki\/en\/sites\/20475-html","title":{"rendered":"LOBE"},"content":{"rendered":"<p><strong>In-depth analysis: LOBE \u2013 A no-code platform that makes AI model training &quot;accessible to everyone&quot;<\/strong><\/p>\n\n\n\n<p>As AI technology sweeps the globe, how can we...<a href=\"https:\/\/aicats.wiki\/en\/sites\/19144-html\/\" title=\"Gradio\">AI training model<\/a>Making technology simple and intuitive has become a focus of technological development.<strong>LOBE<\/strong>The innovative AI visualization platform acquired by Microsoft (<a href=\"https:\/\/www.lobe.ai\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/www.lobe.ai\/<\/a>LOBE, with its drag-and-drop, no-code operation, has completely revolutionized the way AI models are trained. This article, in the form of an in-depth news report, comprehensively reviews LOBE&#039;s functional highlights, pricing system, applicable scenarios, usage process, and frequently asked questions, supplemented with checklists and tables to help readers grasp the future AI productivity revolution.<\/p>\n\n\n\n<p><strong>In-depth analysis: LOBE \u2013 A no-code platform that makes AI model training &quot;accessible to everyone&quot;<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>As AI technology sweeps the globe, making AI training models simple and intuitive has become a focus of technological development.<strong>LOBE<\/strong>The innovative AI visualization platform acquired by Microsoft (<a href=\"https:\/\/www.lobe.ai\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/www.lobe.ai\/<\/a>LOBE, with its drag-and-drop, no-code operation, has completely revolutionized the way AI models are trained. This article, in the form of an in-depth news report, comprehensively reviews LOBE&#039;s functional highlights, pricing system, applicable scenarios, usage process, and frequently asked questions, supplemented with checklists and tables to help readers grasp the future AI productivity revolution.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">LOBE Platform Introduction and Industry Background<\/h2>\n\n\n\n<p><strong>LOBE<\/strong>Acquired by Microsoft in 2018, it is dedicated to &quot;making deep learning and AI model training simple, easy to understand, and accessible to everyone.&quot; It achieves this through intuitive...<strong>Graphical interface<\/strong>This allows ordinary users to design artificial intelligence models for image recognition, audio analysis, and text processing without programming.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Official website<\/strong>\uff1a<a href=\"https:\/\/www.lobe.ai\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/www.lobe.ai\/<\/a><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1753565998.png\" alt=\"LOBE feature interface screenshot\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">Photo\/<a title=\"\" href=\"https:\/\/www.lobe.ai\/features\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >LOBE feature interface screenshot<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>LOBE&#039;s core concept<\/strong>The message is: &quot;Everyone can use AI to do what they want, without needing a professional development background.&quot; LOBE is promoting the popularization and implementation of AI in fields such as education, manufacturing, agriculture, retail, and healthcare.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>LOBE&#039;s main functions<\/strong><\/h2>\n\n\n\n<p>LOBE&#039;s main feature is &quot;visualized AI training models,&quot; and its key features are as follows (please refer to the following for detailed features:)<a href=\"https:\/\/www.lobe.ai\/features\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Function Page<\/a>\uff09\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. Drag-and-drop, code-free operation<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>No programming knowledge required<\/strong>By uploading images, audio, or text, LOBE automatically identifies the data type and helps users train AI models.<\/li>\n\n\n\n<li>All operations are performed locally.<strong>High data security<\/strong>Privacy is guaranteed.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Supports multiple data types<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>It supports different AI training models, such as image classification and detection, object recognition, audio processing, and action recognition.<\/li>\n\n\n\n<li>It allows for real-time previewing and testing of model performance.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. Automated Model Training and Feedback<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-103.png\" alt=\"Image tools\" class=\"wp-image-21480\"\/><figcaption class=\"wp-element-caption\">Image\/Image Tools<\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>LOBE will automatically select the most suitable AI training model after the user uploads the data, and continuously optimize it.<\/li>\n\n\n\n<li>It provides a visual dashboard of metrics such as model accuracy and recall, making the model&#039;s performance clear at a glance.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Model export and one-click deployment<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>trained model<strong>It can be exported to multiple platforms.<\/strong>(Formats such as TensorFlow, ONNX, TensorFlow.js, etc.) can also be integrated into Web, mobile, and IoT devices.<\/li>\n\n\n\n<li>Integrates pre-defined APIs to facilitate subsequent application development.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. Deep integration with the Microsoft ecosystem<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Seamless integration with Microsoft cloud products such as Azure and Power Apps (see details)<a href=\"https:\/\/blogs.microsoft.com\/blog\/2018\/09\/13\/microsoft-acquires-lobe-to-help-bring-ai-development-capability-to-everyone\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Microsoft official news<\/a>\uff09\u3002<\/li>\n\n\n\n<li>Supports local deployment and cloud collaboration.<\/li>\n<\/ul>\n\n\n\n<p><strong>Table: Overview of LOBE&#039;s Main Functions<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Function<\/th><th>illustrate<\/th><th>Page Link<\/th><\/tr><\/thead><tbody><tr><td>No-code AI training<\/td><td>Drag and drop to complete all data annotation and model training.<\/td><td><a href=\"https:\/\/www.lobe.ai\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Experience Entry<\/a><\/td><\/tr><tr><td>Multi-data type support<\/td><td>Image\/audio\/text\/gesture recognition, etc.<\/td><td><a href=\"https:\/\/www.lobe.ai\/features\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Function Description<\/a><\/td><\/tr><tr><td>Automatic optimization model<\/td><td>Intelligently selects the best training method and provides feedback on performance.<\/td><td><a href=\"https:\/\/www.lobe.ai\/how-it-works\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Model training<\/a><\/td><\/tr><tr><td>Exporting multi-platform models<\/td><td>Export to multiple formats including ONNX, TensorFlow, Web API, and Edge.<\/td><td><a href=\"https:\/\/www.lobe.ai\/examples\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Application scenarios<\/a><\/td><\/tr><tr><td>Microsoft cloud ecosystem integration<\/td><td>Seamless integration with Azure cloud and Power Apps<\/td><td><a href=\"https:\/\/blogs.microsoft.com\/blog\/2018\/09\/13\/microsoft-acquires-lobe-to-help-bring-ai-development-capability-to-everyone\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Microsoft News<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-104.jpg\" alt=\"Microsoft official news\" class=\"wp-image-21481\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/blogs.microsoft.com\/blog\/2018\/09\/13\/microsoft-acquires-lobe-to-help-bring-ai-development-capability-to-everyone\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Microsoft official news<\/a><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>LOBE&#039;s pricing and plans<\/strong><\/h2>\n\n\n\n<p>Since its inception, LOBE has always adhered to the principle of &quot;usable for everyone,&quot; and has always been committed to serving individual users.<strong>Free admission<\/strong>Core functionalities. For detailed pricing policies and commercial solutions, please refer to [link\/reference].<a href=\"https:\/\/www.lobe.ai\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Official website pricing page<\/a>The table below summarizes common application scenarios and their corresponding costs:<\/p>\n\n\n\n<p><strong>Table: LOBE Pricing Plans Overview<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>plan<\/th><th>Annual fee\/usage cost<\/th><th>illustrate<\/th><\/tr><\/thead><tbody><tr><td>Personal Basic Edition<\/td><td>free<\/td><td>All basic AI model training and export tools are available, suitable for educational, hobby, and startup trials.<\/td><\/tr><tr><td>Microsoft Cloud Integration<\/td><td>Billing based on Azure<\/td><td>If the model is imported into Azure Cognitive Services\/Power Platform, the official Azure pricing will apply.<\/td><\/tr><tr><td>OEM customization for enterprises<\/td><td>Needs to be discussed<\/td><td>Private deployment and professional customization are supported; please contact Microsoft&#039;s official sales team.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Note: The LOBE local client is free to use. If used with MS cloud services, related API services will incur charges.<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How to use LOBE<\/strong><\/h2>\n\n\n\n<p>LOBE is known for its &quot;minimalist AI experience,&quot; and the entire usage process consists of the following five steps. For more details, please refer to [link\/reference].<a href=\"https:\/\/www.lobe.ai\/how-it-works\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >User Guide<\/a>\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 1. Installation and Startup<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Download and install the local client (supports Windows\/macOS, see below).<a href=\"https:\/\/www.lobe.ai\/download\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Download page<\/a>\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 2. Data Preparation and Import<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Drag and drop images or other data onto the interface, and LOBE will automatically recognize the data type.<\/li>\n\n\n\n<li>Data labels can be manually added, and batch operations are supported.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-104-1.jpg\" alt=\"User Guide\" class=\"wp-image-21486\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/www.lobe.ai\/how-it-works\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >User Guide<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 3. AI training model completes automatically.<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Click the &quot;Train&quot; button, and the platform will automatically select the optimal model type for training and feedback.<\/li>\n\n\n\n<li>View model accuracy, recall, and other metrics in real time.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 4. Evaluation and Optimization<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>It supports real-time model testing, allowing performance to be verified with new data and the degree\/label to be adjusted in a timely manner.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 5. Export Deployment and Application<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>One-click model export (supports multiple platform formats).<\/li>\n\n\n\n<li>It can be directly embedded in websites, mobile apps, or connected to Azure cloud services.<\/li>\n<\/ul>\n\n\n\n<p><strong>User Manual<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>step<\/th><th>Key Operations<\/th><th>Official documentation<\/th><\/tr><\/thead><tbody><tr><td>Install client<\/td><td>Download and install<\/td><td><a href=\"https:\/\/www.lobe.ai\/download\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Click here to download<\/a><\/td><\/tr><tr><td>Import data<\/td><td>Drag and drop\/upload data, manually or automatically tag.<\/td><td><a href=\"https:\/\/www.lobe.ai\/how-it-works\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Upload document<\/a><\/td><\/tr><tr><td>Automatic training model<\/td><td>One-click training of AI models, automatic system optimization<\/td><td>Same as above<\/td><\/tr><tr><td>Real-time evaluation and correction<\/td><td>Check accuracy using test data and optimize training data.<\/td><td>Same as above<\/td><\/tr><tr><td>Export and Integration<\/td><td>Supports exporting to multiple AI frameworks, facilitating development and product integration.<\/td><td><a href=\"https:\/\/www.lobe.ai\/examples\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Integration Notes<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-104-2.jpg\" alt=\"More guidance\" class=\"wp-image-21487\"\/><figcaption class=\"wp-element-caption\">Image\/More Guides<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>LOBE is suitable for people<\/strong><\/h2>\n\n\n\n<p><strong>LOBE<\/strong>The biggest highlight is that it can be used to train AI models from beginner to expert: anyone can use it to train AI models without an IT background.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Educators and students<\/strong>Teaching, scientific experiments, and innovative research projects: learn quickly without coding.<\/li>\n\n\n\n<li><strong>Corporate Innovation Department\/SMEs<\/strong>With minimal investment, you can test AI-enabled products or smart applications.<\/li>\n\n\n\n<li><strong>Developers and entrepreneurs<\/strong>Prototype verification, personalized AI training, and reduced development cycle.<\/li>\n\n\n\n<li><strong>Designers\/Content Creators<\/strong>AI functions such as gesture recognition, image classification, and graphic design are integrated into the content.<\/li>\n\n\n\n<li><strong>The general public and AI enthusiasts<\/strong>Experience cutting-edge AI technology without a huge investment.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>More extended features and advantages<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. Full localization and privacy protection<\/strong><\/h3>\n\n\n\n<p>All training and inference processes can be completed locally without uploading to the cloud, making the data more secure.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Export to multiple platforms<\/strong><\/h3>\n\n\n\n<p>It supports multiple AI platforms such as TensorFlow, ONNX, and TF.js, facilitating secondary development and commercial applications.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. Intelligent prompting system<\/strong><\/h3>\n\n\n\n<p>It automatically recommends the optimal training strategy based on data type, number of labels, and other factors.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Community and Resource Openness<\/strong><\/h3>\n\n\n\n<p>Actively share user case studies, educational templates, and community Q&amp;A to support learning and growth.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-104.png\" alt=\"API guidance\" class=\"wp-image-21490\"\/><figcaption class=\"wp-element-caption\">Image\/API Guide<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Frequently Asked Questions<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Is LOBE completely free to use? What are the hidden costs?<\/strong><\/h3>\n\n\n\n<p>Currently, the LOBE desktop version is available for individual users.<strong>Free admission<\/strong>Model training, export, and local usage are all free. Additional fees apply only to integration with cloud services like Azure or large-scale enterprise integration. There are no barriers to entry for basic user experience.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Which operating systems does LOBE support? Can it be used on mobile devices?<\/strong><\/h3>\n\n\n\n<p>LOBE client official support<strong>Windows and macOS<\/strong>Currently, Linux and mobile devices (iOS\/Android) are not supported. However, the exported AI models can be accessed via the web and multiple platforms.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>What types of AI models does LOBE support? Can it perform text classification and speech recognition?<\/strong><\/h3>\n\n\n\n<p>LOBE focuses on AI training models for &quot;image recognition&quot; (such as image classification and object detection), while gradually supporting audio (such as speech\/music recognition), text processing, and gesture recognition.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Conclusion<\/strong><\/h2>\n\n\n\n<p>LOBE, with its intuitive and visual interface, streamlined AI training process, and multi-platform deployment advantages, significantly lowers the barrier to entry for artificial intelligence, providing an innovative tool with &quot;zero barriers&quot; for education, businesses, and all AI enthusiasts. It is not only a new paradigm for AI training models but also a significant driving force for innovation in future production, daily life, and education. Welcome to log in.<a href=\"https:\/\/www.lobe.ai\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >LOBE official website<\/a>Experience the infinite possibilities of AI firsthand.<\/p>","protected":false},"author":3,"comment_status":"open","ping_status":"closed","template":"","meta":{"_crsspst_to_aicatswiki":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"content_visibility":[262],"sitetag":[17,687,812,831,830,809],"favorites":[577],"class_list":{"0":"post-20475","1":"sites","2":"type-sites","3":"status-publish","4":"hentry","5":"sitetag-ai","11":"favorites-ai-models"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites\/20475","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites"}],"about":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/types\/sites"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/comments?post=20475"}],"version-history":[{"count":1,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites\/20475\/revisions"}],"predecessor-version":[{"id":21493,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites\/20475\/revisions\/21493"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/media?parent=20475"}],"wp:term":[{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/content_visibility?post=20475"},{"taxonomy":"sitetag","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sitetag?post=20475"},{"taxonomy":"favorites","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/favorites?post=20475"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}