Abhishek JainSemantic vs instance vs panoptic segmentationThe difference between semantic vs. instance vs. panoptic segmentation lies in how they process the things and stuff in the image.Aug 26Aug 26
Abhishek JainParameter calculation for 2D anConvolutions, Calculating total number of weights and biasGenerally speaking, the larger the internal structure of a neural network is, the more data points it needs to train. A general-principle…Aug 26Aug 26
Abhishek JainExploring communication protocols : Bridging hardware and softwareIn the vast ecosystem of computing, seamless interaction between hardware and software is paramount. This interaction is facilitated by…Jul 20Jul 20
Abhishek JainGPUs vs CPUs (Threads, core, speed)In the realm of computing, two essential components play distinct roles in executing tasks: the CPU (Central Processing Unit) and the GPU…Jul 20Jul 20
Abhishek JainEverything about K Nearest Neighbour and the mathematics behind itIn the realm of machine learning, the k-Nearest Neighbors (k-NN) algorithm stands out as a simple yet powerful method for both…Jul 12Jul 12
Abhishek JainAll about images and their formats like YUV, RGB, HSL, HSV, BGR, binary, CMYK and RGBAIn machine learning, an “image” specifically refers to a digital representation of visual data, often in the form of a grid of pixels. It’s…Jul 9Jul 9
Abhishek JainEverything about Naive Baye’s Algorithm and the mathematics behind itWhat is Naive Bayes?Jul 9Jul 9
Abhishek JainDetailed understanding about convolution operation in a coloured image with the help of 3D kernelsNow, let’s see how we can do convolutions for color images. Just as we did with grayscale images, we’ll start by choosing a filter of a…Jul 3Jul 3