Author Archives: Prudhvi varma - Page 2
OpenCV is used as an image processing library in many computer vision real-time applications. There are thousands of functions available in OpenCV. These simple techniques are used to shape our images in our required format. As we know an image is a combination of pixels, for a color image we have three channels with pixels…
The post Guide To OpenCV Functions For Image Processing appeared first on Analytics India Magazine.
OpenCV is used as an image processing library in many computer vision real-time applications. There are thousands of functions available in OpenCV. These simple techniques are used to shape our images in our required format. As we know an image is a combination of pixels, for a color image we have three channels with pixels…
The post Guide To OpenCV Functions For Image Processing appeared first on Analytics India Magazine.
Nowadays QR Code scanners have become popular because of their huge usage. QRcode stores some information in it. We can detect the QRcode from the image and we can decode the data in it. Mostly we can see QR codes are used by all e-payment apps and by their customers and every manufacturing product will…
The post Guide to Generating & Testing QRcode Using OpenCV appeared first on Analytics India Magazine.
Humans recognize objects and are able to classify objects because we are born with vision and brains. We can learn to recognize by training our brain from our experiences but how machines recognize objects….? After deep research about the human brain, the researchers discovered how the brain receives information and sends back the information. In…
The post How I Trained my Model Without A Single Line Of Code – Image Recognition On IBM Watson appeared first on Analytics India Magazine.
In computer vision, object detection is one of the powerful algorithms, which helps in the classification and localization of the object. Object detection is more challenging because it needs to draw a bounding box around each object in the image. While going through research papers you may find these terms AP, IOU, mAP, these are…
The post 5 Object Detection Evaluation Metrics That Data Scientists Should Know appeared first on Analytics India Magazine.
By the advancements of technology, we are generating huge amounts of data in multiple ways. The data generated from the origin of the earth to the 20th century is equal to the data generated from 2001 to 2020. It means the data generated from the past 20 years is more than ever generated. The data…
The post Plotly vs Seaborn – Comparing Python Libraries For Data Visualization appeared first on Analytics India Magazine.
In this article, we will try to convert a normal photo into a pencil sketch using computer vision in a python programming language. In this article, we will show how to convert an image into its corresponding pencil sketch in a few steps.
The post Converting Image Into A Pencil Sketch In Python appeared first on Analytics India Magazine.
In this article, we will build the same deep learning framework that will be a convolutional neural network for image classification on the same dataset in Keras, PyTorch and Caffe and we will compare the implementation in all these ways. Finally, we will see how the CNN model built in PyTorch outperforms the peers built-in Keras and Caffe.
The post Keras vs PyTorch vs Caffe – Comparing the Implementation of CNN appeared first on Analytics India Magazine.
In this article, we will build the same deep learning framework that will be a convolutional neural network for image classification on the same dataset in Keras, PyTorch and Caffe and we will compare the implementation in all these ways. Finally, we will see how the CNN model built in PyTorch outperforms the peers built-in Keras and Caffe.
The post Keras vs PyTorch vs Caffe – Comparing the Implementation of CNN appeared first on Analytics India Magazine.
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.