Author Archives: Rohit Dwivedi - Page 5
This article illustrates the problems with standard neural net and implementation of Capsule Network to overcome the problems. We will first go through the need for such a network and then will implement the CapsNet model in the task of image reconstruction where we will use the MNIST handwritten digit dataset.
The post Understanding Capsule Networks with Its Implementation in Computer Vision appeared first on Analytics India Magazine.
This article will demonstrate how we can build an image segmentation model using U-Net that will predict the mask of an object present in an image. The model will localize the object in the image using this method.
The post My experiment with UNet – building an image segmentation model appeared first on Analytics India Magazine.
Computer vision (CV) is the field of study that helps computers to study using different techniques and methods so that it can capture what exists in an image or a video. There are a large number of applications of computer vision that are present today like facial recognition, driverless cars, medical diagnostics, etc. We will…
The post My first CNN project – Emotion Detection Using Convolutional Neural Network With TPU appeared first on Analytics India Magazine.
How To Implement CNN Model To Count Fingers And Distinguish Between Left And Right Hand?
The post How To Implement CNN Model To Count Fingers And Distinguish Between Left And Right Hand? appeared first on Analytics India Magazine.