Field Unknown Model.Unknown Field

Blog

Company Updates & Technology Articles

May 1, 2019

Engineering

Training Data - Quantity is no Panacea

Training Data - Quantity is no Panacea

Deep Learning models have amazing capacity, getting better with more data seemingly without limit. To get a well-functioning model, it is not enough to have large amounts of data, you also need accurate annotations. Although large amounts of data will help the model resolve data inconsistencies between different annotations, humans can still make repeated mistakes that become ingrained in the model.

Read more

April 29, 2019

Company

Scale Engineering, Product and Design Teams

Scale Engineering, Product and Design Teams

We’ve had an incredible group of people join Scale—and we’re still hiring! We wanted to take a moment to follow up on this post and call out the latest team members that have joined the Engineering, Product and Design teams at Scale:

Read more

March 29, 2019

Engineering

nuScenes by Aptiv ImageNet for Autonomous Vehicles

nuScenes by Aptiv ImageNet for Autonomous Vehicles

Scale AI is pleased to announce the full release of nuScenes by Aptiv —a large-scale open source dataset for autonomous driving. Scale AI was involved as Aptiv's data labeling partner on this initiative. On March 28, 2019, Aptiv announced the full dataset release of nuScenes, an initiative intended to broadly support research into computer vision and autonomous driving by AV innovators and academic researchers to further advance the mobility industry.

Read more