"A CV algorithm looks for different things than the human eye, so manual tuning and visual inspection can never achieve the best possible result. The ISP settings that deliver the most pleasing visual result (denoised, etc.) actually remove valuable pixel data from the image or video stream, giving the classifier or object detector less to work with (see Figure 2 below)."
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