Blog
Company Updates & Technology Articles
November 10, 2022
Announcing Scale Forge: Available for Early Access
Today, we’re excited to announce the Early Access of Scale Forge (Beta) for AI-generated product imagery in seconds. With just a few clicks, marketers and brands can create stunning visual content for ad creatives, campaigns, and social media. Learn more and sign-up for Early Access.
November 10, 2022
Veterans Day @ Scale
Becoming a veteran requires a transition from the regimented lifestyle as a service member into the civilian world. The majority of veterans joined out of high school or college, and their adult lives have been shaped by their military service. We entrust our service members at a young age with responsibilities that they otherwise would never encounter in the civilian world. These jobs not only require a highly trained technical force, but are often life or death situations.
October 11, 2022
Top 4 Tools to Build Your ML Model Evaluation Pipeline
Model evaluation is one of the most important prerequisites prior to shipping an ML model. If you don’t properly evaluate your model, performance regressions might appear in production and have a direct and negative impact on your business. For example, if a faulty pedestrian detection model is deployed onto an autonomous vehicle, it can potentially cause an accident. In its most basic form, model evaluation is very straightforward, but as we discussed in our previous blog, approaches that are too simple aren’t really reliable. Therefore, most ML teams aspire to maintain a mature model evaluation pipeline in order to systematically understand model performance. A mature evaluation pipeline covers the entire lifecycle of ML development:
