2min chapter

Software Engineering Radio - the podcast for professional software developers cover image

Episode 549: William Falcon Optimizing Deep Learning Models

Software Engineering Radio - the podcast for professional software developers

CHAPTER

Lightning and Data Versioning

In certain use cases though, like computer vision, the pre-processing steps are to randomize the image. And you can basically cache that, but some people use this a way to augment a data set. So if I have 10 images, for example, and I apply 10 random arguments to each image, suddenly have a data set of 100 images,. which is cool. But in that case, you could keep generating infinite versions of those images, which in which case you may not be able to cache them. Okay. And how about data versioning? What are the challenges operational or otherwise related to data versioning?" "It's really hard and it just really depends on the industry that

00:00

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode