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Step 1. Noise reduction (Gaussian blur) Edge detection is affected by noise, so first we smooth out the image. The selection of the size of the Gaussian kernel with affect the performance of the edge ...
Then, I applied support vector machines to detect noise in the dataset. ... impacts of added white Gaussian noise on digital images and developing machine learning models to predict the level of noise ...
This project focuses on detecting and counting objects in an image using Python, OpenCV, and NumPy. By leveraging advanced image processing techniques, the application can accurately identify objects ...