https://semonan.com/en/tags/computer-vision/Recent content in Computer-Vision on Semonan BookHugoen-USWed, 16 Oct 2024 00:00:00 +0000https://semonan.com/en/book/ai/face-processing/face-analysis-deep-learning/Wed, 16 Oct 2024 00:00:00 +0000https://semonan.com/en/book/ai/face-processing/face-analysis-deep-learning/<h1 id="face-analysis-based-on-deep-learning">Face Analysis based on Deep Learning<a class="anchor" href="#face-analysis-based-on-deep-learning">#</a></h1> <p>With the advancement of deep learning technology, the performance of face analysis has also improved.<br> I will introduce a high-performing open-source face analysis library and explain how to use it.</p> <h2 id="insightface-2d-and-3d-face-analysis-project">InsightFace: 2D and 3D Face Analysis Project<a class="anchor" href="#insightface-2d-and-3d-face-analysis-project">#</a></h2> <ul> <li><a href="https://github.com/deepinsight/insightface" rel="noopener noreferrer" target="_blank"><code>https://github.com/deepinsight/insightface</code></a></li> </ul> <p>※ License : Please refer to the above site !</p> <p>Here, we share various models, and I would like to introduce the <code>buffalo_l</code> model pack.<br> <code>buffalo_l</code> provides blob box, key points, detection score, landmark 2D/3D, gender, age, embedding, and pose information.<br>  <br> I will demonstrate the process of face analysis using Python.</p>