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Advanced AI based anonymization of traffic video data (with Viscando and Berge) +
Detection, and classification of different agents (manual driven forklift trucks, other robots, humans) and objects (such as pallets) in a warehouse environment +
Air Surveillance for Airport Safety Using Autonomous Vehicles +
Project at Sigma Technology +
Estimate engine perfromance based on data logged on-board Volvo vehicles and using it for diagnostics, e.g. detection of cylinder heads in need of replacement +
Analysing the comments of users in the WebStore to look for malware patterns +
Machine Learning applied to sound classification. Creation (recoding and annotation) of new a sound database and a baseline system for sound event detection and/or localization +
Automatic translation and similarity evaluation of multi-lingual natural text descriptions of vehicle repair and maintenance operations +
studying the recent advances in time series forecasting and their application in modelling time series of Alfa Laval's industrial machines +
Data mining on multi-machine/multi-sensor time series data +
analyze the performance of generative model for image-to-image translation of ocular images between different spectrum +
We will analyze the gender bias of current pose estimation models when trained with unbalanced gender data +
Develop an algorithm that can detect walking events from accelerometers positioned at different parts of the body. +
Analyzing Privacy Policies (NLP) -- Malware Analysis +
To analyze white blood cell content in blood samples using deep learning techniques. +
develop contextual and explainable anomaly detection algorithms for monitoring critical components and their efficiencies in heavy-duty vehicles; in collaboration with Volvo Group +
Anomaly Detection for Predictive Maintenance with Elvaco +
Development of Anomaly Detection techniques based on diffusion models (instead of autoencoders) for time series data +
Anomaly Detection in Time Series Data Using Generative Models +
In this project we detect the anomaly of the actives of the elderly people or those with some sorts of health problem. +