Lesson 2 In-Class Discussion ✅

[marcmuc (Marc P. Rostock)]

@sandmann

When there are unsuitable images (e.g. drawings instead of photos) in the training dataset. How can I best remove them?

Not sure, but @william has an intersting approach to curating scraped datasets. Have a look here:

Share your work here

I spent some time this past week building a dataset curator. It’s essentially two parts: scraper and curator. The scraper grabs images from google image search based on your search phrase. It’s multithreaded and pulls down between 300-400 images per search in 30ish seconds on my laptop. It requires you install chromedriver somewhere on your file system and also the python package selenium. The curator portion is an in notebook interactive session to locate duplicate/near duplicate images and g…