![]() From there, insert the following code: # import the necessary packages ![]() To get started, open up a new file and name it detect_bright_spots.py. Our goal is to detect these five lightbulbs in the image and uniquely label them. So, with that said, take a look at the following image: Figure 1: The example image that we are detecting multiple bright objects in using computer vision and image processing techniques ( source image). I also think that explaining each block of code followed by immediately showing the output of executing that respective block of code will help you better understand what’s going on. I feel that the problem of detecting the brightest regions of an image is pretty self-explanatory so I don’t need to dedicate an entire section to detailing the problem. This template tends to work well for 95% of the PyImageSearch blog posts, but for this one, I’m going to squash the template together into a single step.
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