fashion-mnist-dataset

Fashion-MNIST-Tensorflow

Image-classification-on-Fashion-MNIST-dataset-using-Neural-Networks

Machine-Learning-For-Data-Mining

This repository consists of Lab Assignments for course Machine Learning for Data Mining.

zalando-fashion-mnist

My solution for "Zalando's Fashion MNIST" challenge on dockerized Jupyter Notebook.

FASHION-MNIST-CLASSIFICATION-PROBLEM

Repo for Classification problem for FASHION-MNIST dataset

Clothes_Type_Classification

Image Classification using modified AlexNet and VGG11

PCA_Project

A short two-part project that uses PCA (along with GMM in task 2); first with the fashion-NMIST dataset and then with fetch_lfw_people

Autoencoder-and-Variational-Autoencoder-Exploration-with-Fashion-MNIST

This project implements and compares Autoencoders (AEs) and Variational Autoencoders (VAEs) using the Fashion MNIST dataset. The project is ideal for those seeking to understand and apply deep learning techniques in unsupervised learning.

OPT-project-MAADM-UPM

Creación de un agente para un torneo del DPI (Dilema del Prisionero Iterado). Asignatura de "Optimización exacta y aproximada" de máster de la UPM.

FASHION_MNIST_CLASSIFIER

This project implements a neural network to classify fashion items from the Fashion MNIST dataset using Keras and TensorFlow. The web app allows users to upload images and receive predictions on the type of fashion item, such as shirts, trousers, and more.

Machine-Learning

This is a basic program that uses Fashion MNIST to train itself.

Human-Body-Semantic-Segmentation-Dataset-MD-Image-005-

This dataset, featuring an even distribution across genders and ages from various countries, is ideal for applications requiring detailed analysis of human postures, hairstyles, and different scenarios. With fine labeling of 19 human body areas, it facilitates advanced semantic segmentation tasks.

Cognitive-Computing-final-project

Exploration of various ML models and techniques for cognitive computing tasks. The primary focus is analysing hidden representations and the effectiveness in classifying data

Fashion-GAN

Build a GAN for the fashion industry

tensorflow

Used normal neural networks and convolutional neural networks in many many data like animals, fashion, flowers classification, and also temperature predictions and time-series. Have fun. BTW used tensorflow for the works.

Fashion-MNIST-Dataset-Classification-using-Neural-Network

Implementation of a Multi-layer Perceptron classifier with hyperparameter tuning and k-fold cross-validation employing GridSearchCV for classifying images on the Fashion MNIST dataset 👗👚👖

Deep-Learning-CNN-vs-RNN

This repository contains a Jupyter Notebook that compares the performance of Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) architectures for image classification tasks using the Fashion MNIST dataset. The notebook explores the process of training CNN and RNN models

python-deep_learning

Repository with deep learning examples. Please feel invited to contribute to the repository.

Manual-CNN

CNN for Fashion Mnist

Fashion_mnsit

A ANN Model is developed to classify the various fashion clothing items based of their images. A MNIST-like fashion product database.

Fashion-MNIST-Modeling-Comparision

Use 2 different models and compare their performance on the Fashion-MNIST Dataset.

Auto_Encoders

AutoEncoders -TF -Keras - Fashion_MNIST

Fashion-MNIST-Classification-using-Dense-Neural-Network

Fashion-MNIST-Classification-using-Dense-Neural-Network addresses a classification problem on the Fashion MNIST dataset. With 60K training and 10K test samples of 28x28 grayscale images, the dataset spans 10 classes. Leveraging Keras, this project explores Dense Neural Networks using both Sequential and Functional APIs for efficient classification.

Fashion-MNIST-Classification

Fashion MNIST is intended as a drop-in replacement for the classic MNIST dataset—often used as the "Hello, World" of machine learning programs for computer vision. The MNIST dataset contains images of handwritten digits (0, 1, 2, etc.) in a format identical to that of the articles of clothing you'll use here.

deep-neural-network-from-scratch

Implementation of DNN with Early Stopping from scratch in Python. Evaluation was done on two simple datasets (Blobs and Moons) and on one more challenging dataset (Fashion-MNIST).

vogue_insight

Experimental project that utilises a multi-class classification model to predict and categorise MNIST's fashion dataset

Fashion-Dataset-Images-Western-Shirts

Fashion Dataset Images of Western Shirts

Fashion-Dataset-Images-Western-Dress

Fashion Dataset Images of Western Dress

Fashion-Dataset-Images-Trouser

Fashion Dataset Images of Trouser

Fashion-Dataset-Images-Tights

Fashion Dataset Images of Tights

Fashion-Dataset-Images-Shalwar

Fashion Dataset Images of Shalwar

Fashion-Dataset-Images-Plazoo

Fashion Dataset Images of Plazoo

Fashion-Dataset-Images-Pants

Fashion Dataset Images of Pants

Fashion-Dataset-Images-Eastern-Shirts

Fashion Dataset Images of Eastern Shirts

Fashion-Dataset-Images-Eastern-Dress

Fashion Dataset Images of Eastern Dress