How to convert a depth map 3D model for beginners?

For beginners converting a depth map to a 3D model, start with free, intuitive tools like Meshroom (automated) or Blender (basic manual controls) to streamline the process. These tools guide you through core steps: import the depth map, match it with the original 2D image for texture, convert depth data to a point cloud, and turn that into an editable mesh—avoiding complex manual work. Practice with sample depth maps from resources like Kaggle first (instead of your own files) to learn the workflow without troubleshooting custom data right away.