AgileView generates perfectly labeled synthetic data to accelerate and enhance geospatial object detection and classification
Deploying automated object detection models is rife with challenges. Limited access to enough quality training data, long lead times, high cost, data security, and a lack of AI/ML expertise are often cited as the bottlenecks to deployment.
AgileView addresses the training bottleneck with technology and expertise crucial for intelligence data processing, imagery analysis, autonomy, automatic target recognition, and more.
High-performing object detection models can require 10s of thousands to 1,000,000 images for training
It is estimated that 80% of the engineering time and expense in model development goes toward the training process. Procuring enough training imagery that is highly varied and annotated to reach maximum performance is often impossible.
Our platform provides varied on-demand data sets at scale that enable higher-quality detections with lower false positives. Our solutions are better, faster, and less expensive than traditional approaches.