DSCoV materials for deep learning

Files -- email [email protected] w/ questions

DNN_scrape_and_finetune_python3.ipynb

An introduction to developing deep learning models and using them to recognize images. Load pre-trained DNNs, scrape images from the web, and "finetune" the DNNs to recognize these new images.

DNN_scrape_and_finetune_script.py

Adataptation of the notebook to be run as a script for cloud computing tutorials. Changes correspond to removing Google specific code and saving images instead of interactive plotting.

• To run in aws with an ubuntu-deep-learning image

  source activate tensorflow_p27
  pip install google_images_download
  python DNN_scrape_and_finetune_script.py