Achieve your business goals with
AHHA Labs’ trusted data and
AI technology
Achieve your business goals with AHHA Labs’ trusted data and AI technology
Success case
All
Quality Control
Predictive Maintenance
A successful case of reducing ‘false-positives’ by applying a deep learning model to detect ‘type 1 errors’
Challenge If the test standard is set too sensitively to achieve 0% ‘false-negative’, ‘false-positive (type 1 error)’ increases. Inefficiency due to...
Success case of monitoring ‘data drift’ and performing predictive maintenance with a data quality index (DQI) model
Challenge Consistent optical images must be taken at all times to properly train the model and increase the accuracy of quality control However, if...
Configuring an AI model pipeline to detect robotic grasping anomalies in real time
Challenge Robot drops battery, causing downtime Difficulty utilizing existing machine learning solutions due to 'class imbalance' problem Difficulty...