Browsing Category: Machine Learning

Computer Vision Google Cloud Machine Learning

Text Recognition Using Google Cloud Vision API

You can readily use Google Cloud API to extract text from an image using Google Cloud Vision The steps are as follows: Step 1: …

Machine Learning Python Tensorflow Keras

Comparing Cross Entropy and KL Divergence Loss

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 …

Algorithms Machine Learning Python

Linear Regression with Gradient Descent and Python

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

Machine Learning Python Tensorflow Keras

Comparing Pre-trained ResNet and MobileNet

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 …

Machine Learning Python Tensorflow Keras

Network Compression with Depthwise Separable Convolution

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, …