# MLP_2018

Task 00 - Initialization

• File 00_init.py
• Install requirements (may need to restart session)
• Download data

Task 01 - Image classification

• open 01_image_classification.py
• go through the process description comments
• run the script
• check that it works

Task 02 - Image similarity search

• open 02_image_similarity.py
• go through the process description comments
• run 02_image_similarity.py on single thread (as is)
• check results

Task 03 - Parallelization of image preprocessing

• open 03_01_is_master.py
• go through the process description comments
• run 03_01_is_master.py on 3 threads (workers)
• run 02_image_similarity.py
• check results and compare speed of processing with task 02

Task 04 - Flask server and similarity of uploaded image upload and similarity

• create teams
• add a simple flask web app to the project that can upload new images
• export the server to CDSW_PUBLIC_PORT (port 8080 - https://www.cloudera.com/documentation/data-science-workbench/latest/topics/cdsw_web_ui.html)
• run the web server and open the link from the top right hand corner dropdown
• copy URL and send to your smart phone
• upload a picture of your shoe :)
• update path in 02_image_similarity.py
• check which shoes are similar