{"repo":"BobsProgrammingAcademy/image-classification","free":true,"listed":false,"github":"https://github.com/BobsProgrammingAcademy/image-classification","clone":"git clone https://github.com/BobsProgrammingAcademy/image-classification.git","description":"An image classification app built using Django 3, Django REST Framework 3, Next.js 12, and Material UI 5. The app uses Inception-ResNet-v2 to classify images selected by the user.","language":"JavaScript","stars":25,"topics":["machine-learning","python","javascript","django","nextjs","material-ui","mui","django-rest-framework"],"license":"MIT","category":"machine-learning","readme_excerpt":"Image Classification This is an image classification app built using Django 3 , Django REST Framework 3 , Next.js 12 , and Material UI 5 . The app uses Inception-ResNet-v2 to classify images selected by the user. Table of Contents - Prerequisites - Installation - Running the application - Customizing the application - Copyright and License Prerequisites Install the following prerequisites: 1. Python 3.7-3.10 This project uses TensorFlow v2.8.0 . For TensorFlow to work, you must install a correct version of Python on your machine. More information here. 2. Node.js 3. Visual Studio Code Installation Backend 1. Create a virtual environment From the root directory, run: 2. Activate the virtual environment From the backend directory, run: On macOS: On Windows: 3. Install required backend dependencies From the backend directory, run: 4. Run migrations From the backend directory, run: Frontend 1. Install required frontend dependencies From the root directory, run: Run the application To run the application, you need to have both the backend and the frontend up and running. 1. Run backend From the backend directory, run: 2. Run frontend From the frontend directory, run: View the application Go to http://localhost:3000/ to view the application. Customize the application This section describes how to customize the application. 1. Changing Colors To modify the colors in the application, make changes in the file. 2. Changing Fonts To modify the fonts in the application, first, add a new ","default_branch":null,"files":null,"tree":[],"storefront":"/r/BobsProgrammingAcademy","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/BobsProgrammingAcademy/image-classification/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}