crcr_clf

This is a machine learning web application that recognizes crcr images using streamlit and keras.

• README_ja: here
• video demo

Environment

• Windows10: Anaconda

Configuration

Open Anaconda Prompt and do the following:

conda create -n keras python=3
conda activate keras
conda install tensorflow-gpu keras numpy pandas scikit-learn
pip install streamlit

Getting Started

• Store a training model in the model directory.
• Run the following command with Anaconda Prompt

streamlit run app.py

Deployment Using Docker

• building docker image

$ docker build -t crcrclf:latest .

• create container

$ docker run -id -p 8501:8501 --name crcrclf-test crcrclf:latest