Scale AI
Case Studies
Orchard Robotics Leverages Scale Rapid for Precision Crop Management
Overview
Orchard Robotics Leverages Scale Rapid for Precision Crop ManagementScale AI |
Analytics & Modeling - Computer Vision Software Analytics & Modeling - Machine Learning | |
Agriculture Education | |
Quality Assurance | |
Autonomous Robots Visual Quality Detection | |
Data Science Services Testing & Certification | |
Operational Impact
By collaborating with Scale Rapid, Orchard Robotics was able to obtain high-quality annotations reliably. This consistent label quality saved their team a significant amount of engineering time and made it easier to train high-performing machine learning models. Previously, they had to manually filter each of their images to eliminate especially low-quality results. Now, with consistent, accurately-labeled data, Orchard Robotics can more easily and accurately analyze image data. This has enabled them to provide farmers with all the data they need to optimize their orchards and maximize crop yield and quality. | |
Quantitative Benefit
Scale Rapid provides results for annotation batches in as little as 12 hours, compared to the 4-5 days it took with previous services. | |
Orchard Robotics was able to automate their annotation requests using Scale Rapid's API, allowing for scalability as they continue to grow. | |