Can I solve this problem with realsense camera

Datta

February 17, 2021 06:21

I need to detect the holes in the image which are mark by blue circle.

I want to know, can i use realsense d415 camera for it.

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MartyG

February 17, 2021 07:09

Edited
Hi Datta Below are some examples of approaches that may be suited to this application.

- Create a program that compares the RGB image to an RGB image taken at the last inspection and identifies which details have changed since the last inspection. I recommend googling for opencv image comparison for further information about this.

- Train a neural network to understand what a hole looks like and identify it on an RGB image. RealSense has a few examples of such programs, such as the one in the link below that uses the powerful OpenVINO Toolkit

https://github.com/IntelRealSense/librealsense/tree/master/wrappers/openvino/dnn

https://software.intel.com/content/www/us/en/develop/tools/openvino-toolkit.html

- Generate a monochrome image and analyze its color shades, as the RealSense project in the link below aimed to do when checking a concrete slab for contaminants.

https://support.intelrealsense.com/hc/en-us/community/posts/360038418393/comments/360010184953
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