Defect Detection in Sewer Pipes
Defect Detection in Sewer Pipes
We helped a major U.S. city identify defects in sewer pipes by annotating images and videos with bounding boxes and polygons. Faults like cracks, fractures, and root intrusions were categorized, enabling machine learning models to guide timely repairs. 800K+ annotations completed with 98% accuracy.
Checkout-Free Shopping
Checkout-Free Shopping
We enabled frictionless retail by creating large-scale training datasets with item, body part, and activity annotations. Over 5.7M+ images were annotated, boosting productivity by 35% and supporting live exception handling for smooth, checkout-free shopping.
Waste Management & Recycling
Waste Management & Recycling
We improved waste sorting efficiency by annotating images and videos of containers and materials. Granular tagging enabled machine learning models to classify and route waste for recycling. 12.5K+ annotations per day delivered with 96% accuracy.
Threat Detection & Security
Threat Detection & Security
We enhanced security screening by annotating luggage scans to identify weapons, contraband, and other threats. Using 2D and 3D polygon annotations, we helped train AI models to reduce false positives and improve detection. 100K+ 2D and 10K+ 3D annotations completed.