/CNN-Image-Classification-and-Flask-Deployment

CNN based Image Classification on CIFAR-10 dataset, along with data augmentation and deployment of the trained CNN model using Flask. (Python)

Primary LanguageJupyter Notebook

CNN Image Classification and Flask Deployment

  • A guide and explanation on Image Preprocessing, CNN based model classification and model deployment to a web app using Flask
  • File: Image Classification in Python.ipynb

Guide to Time Series Forecasting

  • Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.
  • File: Time Series in Python.ipynb