How to Use Depth Anything v2 for Monocular Depth Estimation | VisionAI Research | Ultralytics 🤯 🚀
Depth estimation allows models to infer scene geometry from a single image. In this tutorial, we walk through how to use Depth Anything v2 for monocular depth estimation, focusing on understanding the model, its outputs, how to run inference, interpreting its depth maps, and its applications in computer vision tasks such as scene understanding, robotics, AR/VR, and spatial reasoning.
Chapters:
00:00 - Introduction to depth estimation
00:31 - Depth anything v2 documentation walkthrough
02:04 - Depth anything v2 output demo
03:40 - Python code walkthrough
07:03 - Running inference with the depth anything v2 model
09:13 - Real-time depth estimation using a webcam
10:12 - Conclusion and key takeaways
🔗 Code ➡️ https://drive.google.com/file/d/1JXly...
Ultralytics YOLO Resources:
💻 GitHub Repository: https://github.com/ultralytics/
📚 Documentation: https://docs.ultralytics.com/
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