X2 Color, 3D Scan & Cloud: An Integrated Solution for Autonomous Commercial Drone Inspection As we look at the current state of enterprise drone inspections, we see a tremendous potential for good, largely wasted by complexity and inefficiency. A divided world among hardware manufacturers, mapping software, and fleet management software forces users to piece-meal together solutions relying on brittle integrations that easily break. Procurement…

Today is huge day for Skydio. Today, we are celebrating the release of Skydio 3D Scan™, our revolutionary adaptive scanning software that enables Skydio drones to fully automate the entire data capture process needed to document the most complex structures and generate 3D models with comprehensive coverage and ultra-high resolution…

by Alexandre Matton and Adrian Lam on December 17th, 2020 At Scale AI, we use Machine Learning models in a wide range of applications to empower our data labeling pipeline. We strive for speed and efficiency, and always try to get the best out of the models. …

Introduction The ML Team at Scale hosts a weekly reading groups where members choose papers from the broad AI/ML community and discuss them ranging from topics in Computer Vision to NLP to Active Learning. …

by James Lennon on August 18th, 2020 Introduction Machine learning is a once-in-a-generation technological shift that is creating huge value by unlocking insights from data. But algorithmic bias remains a major concern as ML becomes more widespread. Unless ML models are trained on representative data, they can develop serious biases, significantly…

by Scale Team on August 5th, 2020 Introducing: Scale Nucleus We founded Scale to create the infrastructure needed to build AI in any industry, by anyone. We started tackling this complex problem at the root — turning raw data into high quality training data for models. …

by Aatish Nayak on April 22nd, 2020 Scale AI is pleased to announce the launch of Scale Document — our endpoint for the secure processing of documents. Advancements in natural language processing (NLP) technologies have spurred initiatives across a wide range of industries to digitize document-based content. Led by the…

by Daniel Lee on May 18th, 2020 Introduction At Scale AI, we label on the order of 10MM annotations per week. To deliver high-quality annotations for this enormous volume of data, we’ve developed a number of techniques including advanced sensor fusion to provide rich detail about complex environments, active tooling to…

by Scale Team on May 20th, 2020 In these unprecedented times, COVID-19 has brought out a renewed and inspiring sense of collaboration in AI and research communities as we work toward solving pressing issues. But the pandemic has also exacerbated some of the difficulties of developing new technologies at scale. …