## Python Decorator

Python decorator is callable that take in a function and modify the behaviour of the function without explicitly modify the function code. Let us …

Python decorator is callable that take in a function and modify the behaviour of the function without explicitly modify the function code. Let us …

Entropy is the number of bits required to transmit a randomly selected event from a probability distribution. A skewed distribution has a low entropy, whereas …

Gradient Descent is the key optimization method used in machine learning. Understanding how gradient descent works without using API helps to gain a deep …

Resnet and Mobilenet are the popular pre-trained models for computer visions. Renet is more accurate, while Mobilenet is much smaller in size. In this …

One way to achieve network compression is using depthwise separable convolution. Depthwise separable convolution is used in many pre-trained neural networks such as MobileNet, …

A K-D Tree (also called as K-Dimensional Tree) is a binary search tree where data in each node is a K-Dimensional point in space. …

Python 3.8 and 3.9 comes with some useful features. Some are listed here Merging DictionariesThe old style of merging Python dictionaries is using ** …

HSV (hue, saturation, value) colorspace is a model to represent the colorspace similar to the RGB color model. Since the hue channel models the color …

Masking is a common technique to extract the Region of Interest (ROI). In openCV, it is possible to construct arbitrary masking shape using draw …

The Canny edge detector is an edge detection algorithm that uses a multi-stage algorithm to detect a wide range of edges in images. It …