DepthEstimation

From Single‑Point LiDAR to 3D Depth Sensing: Why EverBowl Is Upgrading Its Vision

Introduction In pet‑tech, the difference between “working” and “truly reliable” often comes down to how well your hardware understands the real world. At Hoomanely, we’ve spent months refining EverBowl’s proximity pipeline – the system that helps our smart bowl understand a dog’s face position, maintain safe distances,

Monocular Depth Estimation: Seeing the Third Dimension Through a Single Eye

Intro When you look at a photograph, your brain instantly infers which objects are near or far - even though the image itself is flat. Machines don’t have this innate ability. Monocular depth estimation teaches computers to infer depth using just one camera, without stereo vision or LiDAR. In