AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
2min snip
Episode 27: How to Build Terrible AI Systems
Vanishing Gradients
Synthetic Data Generation for Computer Vision Models
In computer vision, generating synthetic data through perturbations of existing images allows for the creation of diverse data with minimal original data points. This synthesis enables robustness and fine-tuning of models with relatively low data requirements. This approach reduces the need for large datasets and instead focuses on generating high-quality examples, significantly enhancing model training and performance with a smaller number of data points.
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
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