CodeWIthNeelima

HELLO GUYS, IN THIS BLOG POST I WANT TO SHOW THE BASIC INTRO TO IDENTIFICATION OF HANDWRITTEN DIGITS USING PYTORCH MNIST DATA. MNIST DATA IS THE COLLECTION OF HANDWRITTEN DIGITS. MNIST CONTAINS 70,000 HANDWRITTEN DIGITS, 60,000 FOR TRAINING AND REMAINING 10,000 ARE FOR TESTING.  THE  IMAGES ARE GRAYSCALE AND 28x28 PIXELS. WE CAN DOWNLOAD THE DATASET USING THE CODE BELOW. Here, the parameters batch_size is kept to 64 so that the training images are grouped into 64 each and shuffle is kept to TRUE, such that each time we run the code it shuffles the data and returns an iterable with new groups of batch_size. As the trainloader is iterable, we are iterating through it and collecting the first batch of images and it's corresponding labels into images and labels respectively. Now, run the above code and see the output. you will see something like this. torch.Size([64, 1, 28, 28]) torch.Size([64])  It shows that there are 64 images with grayscale an...

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Hello guys. In this tutorial, I will be going to show you how to set up the python environment on your Windows. So, let us get started. STEP1: First, go to this link:  https://www.python.org/downloads/ STEP2: Then scroll down and click on the latest version of Python available. At the time of writing this blog, the latest version is Python 3.7.4 STEP3: After, clicking that you will get another page, in that scroll down until you find FILES... see the picture below... Click on the link according to your computer's configuration i.e., 64bit or 32 bit, now the .exe file will be downloaded...   Step 4:   Now, open the file and you will have an environment like the picture shown below, Make sure that you should add the Python to PATH so that you can work with python from CMD. After that click on Install Now To be installed it will take some time. After that go to the CMD and type python, it will show you the information about it ...