imfing/keras-flask-deploy-webapp
:smiley_cat: Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.
Built on TensorFlow 2.x/tf.keras with Flask backend, the application supports model inference through a REST API with client-side image preprocessing via vanilla JavaScript. The template provides Docker containerization for rapid deployment and includes a responsive, drag-and-drop UI that works across desktop and mobile devices, with straightforward customization points for swapping Keras application models or loading custom `.h5` trained weights.
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Mar 24, 2024
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