Image Classification Using Feature Ensembles
Image classification on the CIFAR dataset.
Running code To reproducibly run the code provided in this repository please use the associated Docker image: fgiuste/ml:graphviz. Software and hardware requirements include Ubuntu OS (tested on 18.04 LTS) and a Tensorflow/Keras compatible GPU. Requirements also include nvidia-graphics installed and latest version of Docker.
To run: $ docker run -p <port>:8888 --gpus '"device=0"' -v <repo>:/opt/ fgiuste/ml:graphviz
<port> port you want to access the jupyter notebook service
<repo> absolute path of clone repo
One you run docker navigate to localhost:<port>/tree/opt in browser and copy paste the token that appears on terminal.
main.ipynb runs all the code available in repo.