Methodology: For this project we will be going to use deep learning concepts like artificial neural networks and convolutional neural networks to build an image classification model which will learn to distinguish 10 different item images into their respective categories. Tools & Skills: AWS, Python - Keras, Tensorflow, Convolutional Neural ...

A deep learning project for classifying clothing items using the Fashion-MNIST dataset. Features a Convolutional Neural Network (CNN), exploratory data analysis, and a comprehensive evaluation of model performance.

Fashion Item Classifier " An interactive Streamlit web app for classifying clothing items from images using deep learning models. Upload photos of clothing, and let the models predict their category! Built with TensorFlow and Streamlit.

Apr 12, 2021 · How to train a Deep Learning model to classify images of clothing using Convolutional Neural Networks in TensorFlow.

Aug 16, 2024 · Stay organized with collections Save and categorize content based on your preferences. This guide trains a neural network model to classify images of clothing, like sneakers and shirts. It's okay if you don't understand all the details; this is a fast-paced overview of a complete TensorFlow program with the details explained as you go.

Aug 28, 2020 · In this tutorial, you will discover how to develop a convolutional neural network for clothing classification from scratch. After completing this tutorial, you will know: How to develop a test harness to develop a robust evaluation of a model and establish a baseline of performance for a classification task.

In this project, it was presented how to train a Convolutional Neural Network to classify images of clothing from the Fashion MNIST dataset using TensorFlow and Keras. Using this model, we got an overall accuracy of 91,22% in our test dataset, which is a good result. However, specifically for our Shirt class we got an accuracy of only 73%.

May 15, 2022 · Fashion-MNIST is a dataset made to help researchers finding models to classify this kind of product such as clothes, and the paper that describes it presents a comparison between the main...

Fashion-MNIST is a dataset made to help researchers finding models to classify this kind of product such as clothes, and the paper that describes it presents a comparison between the main...

Classify apparel images in Fashion-MNIST dataset using custom built fully-connected neural network. Just like MNIST digit classification, the Fashion-MNIST dataset is a popular dataset for classification in the Machine Learning community for building and testing neural networks.