Author Archives: Prudhvi varma - Page 3
Computer vision is one of the most trending subfields in Artificial Intelligence because of its wide variety of applications. In some domains, they even suppress human intelligence in recognising images with speed and accuracy. In this article, we will demonstrate one of the most popular computer vision applications — multiclass image classification problems using fastAI…
The post FastAI With TPU In PyTorch For Multiclass Image Classification appeared first on Analytics India Magazine.
In simple terms, computer vision enables our computer to process and visualize the data. It is a very complicated task to make the computer learn from the image data. From the day we are born, we are training our brain continuously with examples, so after a certain point of time we are able to recognize…
The post How I Created My Own Data For Object Detection and Segmentation appeared first on Analytics India Magazine.
In simple terms, computer vision enables our computer to process and visualize the data. It is a very complicated task to make the computer learn from the image data. From the day we are born, we are training our brain continuously with examples, so after a certain point of time we are able to recognize…
The post How I Created My Own Data For Object Detection and Segmentation appeared first on Analytics India Magazine.
Skorch is one of the useful libraries in Pytorch to work on machine learning models especially neural networks. It is a robust library that works in the combination of PyTorch and Scikit-learn. Previously we used the scikit-learn library but its applications are only limited to classical machine learning models while skorch is a compatible library…
The post A Beginners Guide to Skorch – With Code To Implement Neural Network appeared first on Analytics India Magazine.
The loss function is a method of evaluating how well the algorithm performs on your dataset, most of the people are confused about the difference between loss function and the cost function. We will use the term cost function for a single training example and loss function for the entire training dataset. We always try…
The post Hands-On Guide To Loss Functions Used To Evaluate A ML Algorithm appeared first on Analytics India Magazine.
The loss function is a method of evaluating how well the algorithm performs on your dataset, most of the people are confused about the difference between loss function and the cost function. We will use the term cost function for a single training example and loss function for the entire training dataset. We always try…
The post Hands-On Guide To Loss Functions Used To Evaluate A ML Algorithm appeared first on Analytics India Magazine.
Throughout this article, we will discuss these optimization techniques with their intuition and implementation.
The post Understanding Adaptive Optimization techniques in Deep learning appeared first on Analytics India Magazine.
Throughout this article, we will discuss these optimization techniques with their intuition and implementation.
The post Understanding Adaptive Optimization techniques in Deep learning appeared first on Analytics India Magazine.
By using SQLALchemy instead of learning a database programming language we can directly write queries for creating, manipulations, retrieving data, updating records using simple python scripts.
The post Beginners Guide to SQLALchemy In Python For Database Operations appeared first on Analytics India Magazine.
By using SQLALchemy instead of learning a database programming language we can directly write queries for creating, manipulations, retrieving data, updating records using simple python scripts.
The post Beginners Guide to SQLALchemy In Python For Database Operations appeared first on Analytics India Magazine.