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YOLOv1: You Only Look Once

The You only look once (YOLO) algorithm is the first in a series of 4 iterations of the algorithm. Developed by Joseph Redmon et al, it was the first novel object detection algorithm that performed detection using a unified end-to-end neural network…

Camera Calibration

Camera calibration is an important first topic in 3D computer vision and also in image processing when removing distortion from an image taken with a pinhole camera. It is the process of determining the intrinsic and extrinsic parameters of the…

Image Matting I

Introduction to Image Matting A common problem in imaging, which can be defined as the matting problem, is extracting a foreground subject in an image, usually with the goal of placing the foreground subject in a different image Image matting is the…

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