/Digits-letters-clothes-Classifier

This repository contains a convolutional neural network trained on the MNIST dataset using Keras.

Primary LanguageJupyter Notebook

Convolutional Neural Network

This repository contains a convolutional neural network trained on the MNIST dataset using Keras.

Dataset

The MNIST dataset is a collection of handwritten digits. It consists of 70,000 images, each of size 28x28 pixels. The dataset is directly compatible with the original MNIST dataset.

API for Digit and Letter Recognition

This repository also includes an API for predicting digits and letters using the trained models. The API is built using FastAPI and TensorFlow.

API usage

  1. Install the required dependencies by running the following command:
cd api

python api.py