Say Hello to Artificial Intelligence
Say Hello to Artificial Intelligence
As we know artificial intelligence is transforming many fields. Deep learning is one of the starts of the art model from a few decades. Convolutional neural network si one of the well know deep learning model. most of the time we train the model but we all think about that how we test the model …
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A convolutional neural network, or CNN, is a deep learning neural network designed for processing structured arrays of data such as images. Convolutional neural networks are widely used in computer vision and have become the state of the art for many visual applications such as image classification, and have also found success in natural language …
Data augmentation is a technique to enhance images such as including width and height shift by factor of 0.1, vertical and horizontal flip mode, and rotates the image. Data augmentation is a method to enhance the number of images. It is one of the helpful technique for enhancing robustness, improving accuracy, and preventing over-fitting for …
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 …
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 …
What is a neural network? Neural networks are one of the main tools used in machine learning. As neural suggests, they are brain inspired systems which are intended to replicate the way that we humans learn. NNs consist of input and output layers, as well as a hidden layer consisting of units that transform the …