June 12, 2023, 11:23 a.m. | Nabeel Khan

Artificialis - Medium medium.com

Getting Started with Depth Estimation using MiDaS and Python

Fig — 01 Image by Author Inspired by Sambeetarts on Pixabay

Measuring distance of an object from camera poses a significant challenge within the computer vision domain, due to the lack of inherent depth information in 2D images, perspective distortion, variable object sizes, camera calibration requirements, and occlusion in complex scenes. Distance estimation via perspective projection, for instance, relies on variables such as the size of the sensor, focal length, and …

artificial intelligence author challenge computer computer vision deep learning image images information perspective python technology vision

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