Built with TensorFlow, Keras, and Flutter
🚀 Overview:
Welcome to the Fashion MNIST Image Classifier project! This app leverages Machine Learning and Flutter to classify fashion items like T-shirts, trousers, shoes, and dresses in real-time. The deep learning model was built using TensorFlow and Keras, and deployed on a mobile app using TensorFlow Lite for efficient on-device predictions. 📲✨
📱 Try it Now! You can now download the APK and test the app on your Android device:
👉 Download APK: https://drive.google.com/drive/folders/1x7FWvaxfeU-du34puTnaosqkFWj_H5ME?usp=drive_link
💡 What's Included:
🧠 Deep Learning Model: Built with TensorFlow and Keras. 👗 Fashion MNIST Dataset: Classifies images into 10 categories (T-shirts, trousers, sneakers, etc.). 📊 Performance: Model trained on 60,000 images and tested on 10,000 images. 🔧 TensorFlow Lite: Model conversion for efficient mobile deployment. 📱 Flutter App: Integrated model for real-time image classification on mobile devices.
🔥 Why This Project is Special:
This project combines my 1.5 years of Flutter development experience with my new passion for Machine Learning and Deep Learning. As a graduate student in Computer Science at Chungbuk National University (CBNU), this app reflects my journey into combining mobile development with AI-driven solutions. 🚀
💻 How to Use:
Clone the repository:
git clone https://github.com/azimjaan21/fashion-mnist-classifier.git
Install dependencies for the Flutter app:
flutter pub get
Run the app on your device or emulator:
flutter run
Download APK to install directly on your Android device: 👉 Download APK: https://drive.google.com/drive/folders/1x7FWvaxfeU-du34puTnaosqkFWj_H5ME?usp=drive_link
Explore the code, download the app, and try out the Fashion MNIST Classifier on your phone! Feel free to contribute or leave feedback. 💡 Let’s build great AI-powered mobile apps together! ✨
#MachineLearning #Flutter #DeepLearning #MobileApp #TensorFlow #APK #AI #App
☘️LinkTree: https://linktr.ee/azimjaantech