# Hands-on Computer vision wiki

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<h1 style="font-size:36px; margin:0;">Computer Vision & AI Knowledge Base</h1>
<p style="font-size:18px; margin:10px 0 0;">A collaborative repository of resources, tutorials, and documentation</p>
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<h2>Welcome to the Knowledge Base</h2>
<p>
This wiki serves as a centralized repository for information related to computer vision, artificial intelligence, 
and related technologies. Whether you're a newcomer or an expert in the field, you'll find valuable resources here.
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<p>
Browse through the featured categories below.
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<h2>Featured Categories</h2>
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  <div style="font-size:24px; margin-bottom:10px; color:#3498db;">📚</div>
  <h3 style="margin-top:0; color:#3498db;">Fundamentals</h3>
  <p>Core concepts, mathematical foundations, and background knowledge</p>
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    <span style="display:inline-block; background-color:#f5f5f5; color:#757575; padding:4px 8px; border-radius:4px; font-size:12px; margin-right:5px; margin-bottom:5px;">Beginners</span>
    <span style="display:inline-block; background-color:#f5f5f5; color:#757575; padding:4px 8px; border-radius:4px; font-size:12px; margin-right:5px; margin-bottom:5px;">Theory</span>
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  <h3 style="margin-top:0; color:#3498db;">Tutorials</h3>
  <p>Step-by-step guides, walkthroughs, and practical examples</p>
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    <span style="display:inline-block; background-color:#f5f5f5; color:#757575; padding:4px 8px; border-radius:4px; font-size:12px; margin-right:5px; margin-bottom:5px;">Hands-on</span>
    <span style="display:inline-block; background-color:#f5f5f5; color:#757575; padding:4px 8px; border-radius:4px; font-size:12px; margin-right:5px; margin-bottom:5px;">Code</span>
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  <h3 style="margin-top:0; color:#3498db;">Tools & Libraries</h3>
  <p>Software, frameworks, and resources for development</p>
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    <span style="display:inline-block; background-color:#f5f5f5; color:#757575; padding:4px 8px; border-radius:4px; font-size:12px; margin-right:5px; margin-bottom:5px;">Software</span>
    <span style="display:inline-block; background-color:#f5f5f5; color:#757575; padding:4px 8px; border-radius:4px; font-size:12px; margin-right:5px; margin-bottom:5px;">Resources</span>
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  <h3 style="margin-top:0; color:#3498db;">Best Practices</h3>
  <p>Guidelines, standards, and recommendations</p>
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    <span style="display:inline-block; background-color:#f5f5f5; color:#757575; padding:4px 8px; border-radius:4px; font-size:12px; margin-right:5px; margin-bottom:5px;">Guidelines</span>
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<h2>Recent Updates</h2>

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  <h4 style="margin-bottom:5px;">Deep Learning Approaches for Semantic Segmentation</h4>
  <p style="margin-top:0;">New comprehensive guide on semantic segmentation techniques</p>
  <div style="font-size:14px; color:#757575;">Updated: (Date will appear here)</div>
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  <h4 style="margin-bottom:5px;">Transformer Architectures in Computer Vision</h4>
  <p style="margin-top:0;">Overview of Vision Transformer models and applications</p>
  <div style="font-size:14px; color:#757575;">Updated: (Date will appear here)</div>
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  <h4 style="margin-bottom:5px;">Getting Started with PyTorch for Computer Vision</h4>
  <p style="margin-top:0;">Beginner's guide to implementing CV algorithms in PyTorch</p>
  <div style="font-size:14px; color:#757575;">Updated: (Date will appear here)</div>
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<li style="margin-bottom:10px;"><a href="#" style="color:#333; text-decoration:none; display:block; padding:8px 12px; border-radius:8px; transition:all 0.2s ease;">Documentation Guidelines</a></li>
<li style="margin-bottom:10px;"><a href="#" style="color:#333; text-decoration:none; display:block; padding:8px 12px; border-radius:8px; transition:all 0.2s ease;">Contribute to the Wiki</a></li>
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<p>Computer Vision & AI Knowledge Base • Last updated: (Date will appear here) • Created with BookStack</p>
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