sentayhu19 / Image-recognition-web-app-Express-JS

Image recognition web app using Express JS

Image-recognition-web-app-Express-JS

This is a simple web application built with Express.js that allows users to upload an image and perform image recognition on it. The app uses a pre-trained MobileNet model from TensorFlow.js to recognize the image and return the most likely classification of the image.

Built With

• Tensorflow
• Expressjs
• HTML/CSS/JavaScript
• EJS

Features

• Upload an image
• Display the uploaded image
• Perform image recognition on the uploaded image
• Display the most likely classification of the image

VScode or other editor

Install

• Clone the repository
• Navigate to the project directory
• Run npm install to install the dependencies
• Run npm start to start the server
• Open a web browser and go to http://localhost:3000/
• Upload an image using the form and click submit
• Wait for the image recognition process to finish
• View the most likely classification of the image
• If you want to use it as API you can pass the image in the http://localhost:3000/image
• You can find the class name file at tensorflow

Cloning the project

git clone https://github.com/OpenGenus/Image-recognition-web-app-Express-JS

Authors

👤 Sentayhu Berhanu

• GitHub: @sentayhu19
• LinkedIn: sentayhu-berhanu

🤝 Contributing

Contributions, issues, and feature requests are welcome!

Feel free to check the issues page.

Show your support

Give a ⭐️ if you like this project!

Acknowledgments

-This project was inspired by OpenGenus

📝 License

This project is MIT licensed.!