Convolutional Neural Networks (CNN) tutorial
- Bash the
kaggleAPI.shscript. You will need to have a Kaggle account, installation and API credentials (learn more here). You can either use a terminal from Linux/Mac OS or RStudio (learn more here).
- Install all packages listed on top of the script.
EBImageis deposited in BioConductor, all other packages in CRAN.
script.R. The TensorFlow instalation defaults to CPU; alternatively you can use NVIDIA GPUs (if you have them) which run substantially faster.
This work is partly based on:
- Image processing - Image Classification in R: MXNet from Shikun Li
- CNN architecture - Keras CIFAR-10 CNN example
Enjoy, all feedback is welcome!