CNN-image-prediction-webapp-learning
A simple Image prediction web app, made using Tensorflow and Keras, Implementing the CNN Algorithm in it
MIT License
CNN Image Detection webapp
Note: The project github repo name has been changed to ensure this does not collide with my such projects in the future. Sorry for the inconvenience.
Contents
Image Deresolution Script
- This script creates a deresolution noisy face dataset for you!
Image Classifier
-
The
appfolder contains the implementation for loading models, and predicting images. -
Model used: Convolutional Neural Network (CNN)
-
Libraries used: Tensorflow, and Keras
Installation and usage.
This project uses pipenv for dependency management. You need to ensure that you have pipenv
installed on your system.
Here's how to install the dependencies, and get started.
- Install it using
pipenv sync -d - Once done, run the webapp using
pipenv run start
And It'll start on Port 8501 by default, plus it opens the site too on webbrowser.
Resources
Credits
All the credits for making this project goes to Hermes Bonilla for making this, and I have just modified the project structure for better conventions, and also modifying the frontend looks, the predictions, and the resources too.