SElf-supERvised (SEER)

2 Posts

Pretraining on Uncurated Data: How unlabeled data improved computer vision accuracy.
SElf-supERvised (SEER)

Pretraining on Uncurated Data: How unlabeled data improved computer vision accuracy.

It’s well established that pretraining a model on a large dataset improves performance on fine-tuned tasks. In sufficient quantity and paired with a big model, even data scraped from the internet at random can contribute to the performance boost.

April 7, 20212 min read
Pretraining on Uncurated Data: How unlabeled data improved computer vision accuracy.
SElf-supERvised (SEER)

Pretraining on Uncurated Data: How unlabeled data improved computer vision accuracy.

It’s well established that pretraining a model on a large dataset improves performance on fine-tuned tasks. In sufficient quantity and paired with a big model, even data scraped from the internet at random can contribute to the performance boost.

April 7, 20212 min read

Subscribe to The Batch

Stay updated with weekly AI News and Insights delivered to your inbox