Say Hello to Artificial Intelligence
Say Hello to Artificial Intelligence
What Is Computer Vision? Computer vision is a technology based on image processing and synthesis. It usually involves machine learning/deep learning and allows AI to simulate human vision. This technology aims to save time by automating manual image analysis and achieving a higher level of accuracy. For this purpose, an algorithm is fed with avast …
Self-Supervised Learning (Self-Supervised Learning) is a new paradigm between unsupervised and supervised learning, which aims to reduce the challenging demand for large amounts of annotated data. It provides some kind of supervision signals for feature learning by defining annotation-free pretext tasks. The term self-supervised learning (SSL) has been used (sometimes differently) in different contexts and fields, such …
An autoencoder is a type of artificial neural network used to learn efficient data codings in an unsupervised manner. The aim of an autoencoder is to learn a representation (encoding) for a set of data, typically for dimensionality reduction, by training the network to ignore signal “noise”. AutoEncoders compress the input into a lower-dimensional code and …
A Data Science expert is the one who has hands on the Data Science, such as collecting, Structuring, Storing analyzing and handling the data into meaningful insights. These tasks are beneficial for individuals and organizations to make decisions that are based on the insights generated from the data. Data Science plays a vital role in …
In this blog we will learn how you can convert any pdf file into images such as png, jpg and jpeg formate using python code. We make a simle GUI using Tkinter .This GUI take (by passing a pdf file ) a pdf file from your local directy and will convert into image formate. Step …
After reading this blog you will understand what actually Machine learning is, how it differs from AI and Deep learning, the applications of ML, the basic architecture of ML and several types of ML. Machine Learning Machine learning (ML) can be described as a study that comprises of several algorithms and models, used by the …
The convolutional neural network is one of the most popular deep learning model for image classification. In this Blog, we are designing a CNN model to classify the Cat Vs Dog (weather image is lable is cat or dog) using Tensorflow. This is a simple CNN Network Found 198 images belonging to 2 classes. Found …
CNN are one of the most popular models used today. This neural network computational model uses a variation of multilayer perceptrons and contains one or more convolutional layers that can be either entirely connected or pooled. These convolutional layers create feature maps that record a region of image which is ultimately broken into rectangles and …
1. Supervised Learning Supervised Learning is a machine learing type in which model is trained using data which is already tagged with correct anwer(label). it can be further grouped into Classifacion and Regression . 2. Unsupervised Learning Unsupervised Learning is a machine learing type in which model is trained using data that is neither classified …
What is Flask? Flask is web Framework that provides libraries to build lightweight web applications in python.It is develpped by ARMIN Ronacher who leads an international group of python enthusiasts(POCCO). It is based on WSGI toolkit and jinja2 template engine.Flask is considered as a micro framework. Features of Flask Built-in development server and fast debugger. …