--- title: "#mnist articles | Hashnode" description: "Explore 9 articles tagged #mnist on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/mnist" --- Tag # #mnist 9 posts · 4 followers [Alireza Mohebbi](https://hashnode.com/@alrza) · [Oct 4](https://hashnode.com/posts/image-denoising-knn-scikit-learn/6ac20852f369211f2cd77e10) ### [The Power of Classification: A Hands-on Guide to Image Denoising Using Simple ML Algorithms](https://health-ai-notebook.hashnode.dev/image-denoising-knn-scikit-learn?utm_source=hashnode&utm_medium=feed) Master image denoising with K-NN in Scikit-Learn. Learn simple ML techniques for preprocessing MNIST and medical PneumoniaMNIST X-rays. 7 min read · [health-ai-notebook.hashnode.dev](https://health-ai-notebook.hashnode.dev/image-denoising-knn-scikit-learn?utm_source=hashnode&utm_medium=feed) [Muhammad Ariel Shakaramiro](https://hashnode.com/@arielshakaramiro) · [Sep 5](https://hashnode.com/posts/deep-learning-pytorch-mnist-neural-network-basics/6a9bb028804d9726ce0fa97f) ### [Deep Learning & PyTorch: Neural Network Theory + Hands-On MNIST Classification](https://shaka-ai.hashnode.dev/deep-learning-pytorch-mnist-neural-network-basics?utm_source=hashnode&utm_medium=feed) Learning notes on deep learning: neuron basics, network architecture, and hands-on MNIST classification with PyTorch, with verified results. 11 min read · [shaka-ai.hashnode.dev](https://shaka-ai.hashnode.dev/deep-learning-pytorch-mnist-neural-network-basics?utm_source=hashnode&utm_medium=feed) [Divya Vetriveeran](https://hashnode.com/@CSTales) · [Aug 29, 2025](https://hashnode.com/posts/from-basics-to-application-a-deep-dive-into-convolutional-neural-networks/68b1871bd9e75d2d977d8b27) ### [From Basics to Application: A Deep Dive into Convolutional Neural Networks](https://cstales.hashnode.dev/from-basics-to-application-a-deep-dive-into-convolutional-neural-networks?utm_source=hashnode&utm_medium=feed) Learn CNN fundamentals and applications in image processing, computer vision, and AI technologies 11 min read · [cstales.hashnode.dev](https://cstales.hashnode.dev/from-basics-to-application-a-deep-dive-into-convolutional-neural-networks?utm_source=hashnode&utm_medium=feed) [Khushi Rawat](https://hashnode.com/@techurtle) · [Jun 3, 2025](https://hashnode.com/posts/cleaning-digits-with-ml-a-journey-through-chapter-3-of-hands-on-ml/683f392b8503fa7563929f57) ### [Cleaning Digits with ML: A Journey Through Chapter 3 of Hands-On ML](https://handsonbookchapter1.hashnode.dev/cleaning-digits-with-ml-a-journey-through-chapter-3-of-hands-on-ml?utm_source=hashnode&utm_medium=feed) If you're diving into the world of machine learning, the MNIST dataset is often your rite of passage. It's a set of 70,000 grayscale images of handwritten digits (0–9), used for classification tasks. In Chapter 3 of Hands-On Machine Learning with Sci... 2 min read · [handsonbookchapter1.hashnode.dev](https://handsonbookchapter1.hashnode.dev/cleaning-digits-with-ml-a-journey-through-chapter-3-of-hands-on-ml?utm_source=hashnode&utm_medium=feed) [Sisir Dhakal](https://hashnode.com/@sisirdhakal) · [Jul 27, 2024](https://hashnode.com/posts/how-convolutional-neural-networks-cnns-work-a-practical-guide-with-mnist/66a6b0b38d5ab758a0d6ba1e) ### [How Convolutional Neural Networks (CNNs) Work: A Practical Guide with MNIST](https://sisirdhakal.hashnode.dev/how-convolutional-neural-networks-cnns-work-a-practical-guide-with-mnist?utm_source=hashnode&utm_medium=feed) Introduction In the deep learning domain, one area that has really taken a revolutionary turn is that of Convolutional Neural Networks (CNNs) to enable machines to see images. What makes facial recognition, self-driving cars, and even medical image a... 8 min read · [sisirdhakal.hashnode.dev](https://sisirdhakal.hashnode.dev/how-convolutional-neural-networks-cnns-work-a-practical-guide-with-mnist?utm_source=hashnode&utm_medium=feed) [Ayokunle Adeniyi](https://hashnode.com/@ayokunle) · [Apr 22, 2023](https://hashnode.com/posts/naive-hyperparameter-exploration-using-mnist/64c280a06bddda2fb07a4d05) ### [Naive Hyperparameter Exploration using MNIST](https://kunle.hashnode.dev/naive-hyperparameter-exploration-using-mnist?utm_source=hashnode&utm_medium=feed) Dive into hyperparameter tuning on MNIST data. Master naive exploration techniques for optimal neural network performance in digit recognition tasks. 1 min read · [kunle.hashnode.dev](https://kunle.hashnode.dev/naive-hyperparameter-exploration-using-mnist?utm_source=hashnode&utm_medium=feed) [Mathias Winther Madsen](https://hashnode.com/@mwm) · [Jan 13, 2023](https://hashnode.com/posts/a-96-accurate-ocr-system-from-1959/63c1363ffd3609ef6e6779fb) ### [A 96% Accurate OCR System from 1959](https://todayilearned.hashnode.dev/a-96-accurate-ocr-system-from-1959?utm_source=hashnode&utm_medium=feed) Here's an interesting idea: instead of measuring the similarity of two black and white images by counting the number of identical pixels, group the pixels randomly into pairs and count the number of identical pairs. Once you have defined this altern... 3 min read · [todayilearned.hashnode.dev](https://todayilearned.hashnode.dev/a-96-accurate-ocr-system-from-1959?utm_source=hashnode&utm_medium=feed) [Saket Munda](https://hashnode.com/@5aket) · [Nov 8, 2022](https://hashnode.com/posts/mnist-dataset-using-tensorflow/636a33c07d6661e370b190ff) ### [Determine handwritten digits using Neural Network](https://5aket.hashnode.dev/mnist-dataset-using-tensorflow?utm_source=hashnode&utm_medium=feed) Part 2 : End-to-End Implementation using TensorFlow 13 min read · [5aket.hashnode.dev](https://5aket.hashnode.dev/mnist-dataset-using-tensorflow?utm_source=hashnode&utm_medium=feed) [Rohith ND](https://hashnode.com/@ndrohith09) · [Jun 11, 2022](https://hashnode.com/posts/hand-digit-prediction-using-neural-networks-and-tensorflow/62a4842ca2c282d2d8379220) ### [Hand Digit Prediction using Neural Networks and Tensorflow](https://ndrohith09.hashnode.dev/hand-digit-prediction-using-neural-networks-and-tensorflow?utm_source=hashnode&utm_medium=feed) In this blog, I'll show you how to train a neural network model using the MNIST dataset, as well as how to predict the digits in them using images. Make sure you have the Tensorflow package installed, as it will be utilised as a Deep Learning library... 3 min read · [ndrohith09.hashnode.dev](https://ndrohith09.hashnode.dev/hand-digit-prediction-using-neural-networks-and-tensorflow?utm_source=hashnode&utm_medium=feed)