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Ranjan Kumar

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Category: Computer Vision

Medical Imaging

Posted on December 1, 2021December 1, 2021 by Ranjan Kumar

Glaucoma Glaucoma Important Pointers GLASS BOX: Machine Learning and Medicine, by Rachel Lea Ballantyne Draelos

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Chromosome Segmentation in Pytorch using U-Net Architecture

Posted on June 21, 2021June 21, 2021 by Ranjan Kumar

Details about the usecase can be studied from the references given below in the references section. Following is the source code. The code was run on Google Colab. Imports & Utilities Importing the Libraries Following is the code to set device based on the type of machine (CPU or GPU). Following is the code for…

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Object Detection and Recognition

Posted on May 10, 2021May 10, 2021 by Ranjan Kumar

Important Links Face Recognition: Understanding LBPH Algorithm – Link

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Computer Vision Notes

Computer Vision Notes

Posted on April 6, 2021September 26, 2022 by Ranjan Kumar

Canny Edge Detection & Sobel Edge Detection Edge Detection by Derivation, Sobel, Scharr & Prewitt Operators Laplacian of Gaussian Simplified Image Enhancement Image Blending with Pyramids Image Fusion Epipolar Geometry

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Image Fusion/Blending

Posted on April 5, 2021April 6, 2021 by Ranjan Kumar

Important Links: Image Pyramids (Gaussian Pyramid, Laplacian Pyramid, Image Blending using Image Pyramids, OpenCV) Image Processing using OpenCV References Image Fusion Techniques: A Survey by Harpreet Kaur, Deepika Koundal & Virender Kadyan

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