Depth estimation. From the theory to the Edge.

My big video about the comparison of different neural networks - https://youtu.be/JmZdSGtJHNw
My big article about different approaches of stereo reconstruction for 3D cameras - https://medium.com/@zlodeibaal/3d-cameras-in-2022-choosing-a-camera-for-cv-project-6eb6fcc67948

00:00:00 - Intro
00:02:34 - How stereo cameras work (principle, main formula, etc.)
00:07:44 - Disparity estimation of load times
00:09:45 - Neural networks for stereo estimations
00:10:35 - How neural networks are reconstructing the depth
00:12:35 - How to run such networks?
00:13:06 - Will this run on any NPU?
00:15:30 - Conclusion: how to run Stereo reconstruction on the edge

My LinkedIn - https://www.linkedin.com/in/maltsevanton/
My Telegram channel - https://t.me/CVML_team
e-mail: anton@rembrain.ai
Twitter - https://twitter.com/Serious_WK

Видео Depth estimation. From the theory to the Edge. канала Anton Maltsev