Develop and train a deep learning with this Kaggle dataset. You can find a more detailed explanation on this Medium post.
- tensorflow 2.0
- numpy
- pandas
- matplotlib
- tqdm
- dash
- plotly
- requests
- pillow
On the model-development folder, you can find the notebook that trains the model, it also has the Dockerfile that serves the trained model with TensorFlow Serving.
On the dash-app folder, you can find a Dash application that consumes the trained model, it also has the Dockerfile that builds the app.
You can build the entire project with the docker-compose.yml config file, by executing the following command
$ docker-compose up
Here is an example of the app running:
