"A Review of Computer Vision Models for Pig Production" and "From Surveillance to Control: A Modelling Framework for Disease Management

11:00-11:15 Fred Freeth (School of Vet Med)

Title: A Review of Computer Vision Models for Pig Production

Abstract: African Swine Fever (ASF) is a deadly viral haemorrhagic disease affecting both domestic and wild pigs and boar and is prevalent in many countries across the globe. With no known cure or vaccine and a near 100% mortality rate, it poses significant risks to the pork production industry, disrupting local and large economies which contributes to food insecurity and sustainability issues. This project discusses the performance of several computer vision models with different capabilities on a real-world dataset from industry stakeholders in the United States with a discussion on future model development.

11:25 – 11:40 Mahbod Entezami (School of Vet Med)

Title: From Surveillance to Control: A Modelling Framework for Disease Management

Abstract: This presentation demonstrates how surveillance data, when integrated with transmission modelling, can produce setting-specific forecasts. I will discuss two pivotal modelling frameworks: geostatistical modelling and disease transmission modelling. By synergizing these approaches, we can enhance the granularity of forecasts concerning the cost and efficacy of interventions. The projects highlighted will showcase the practical applications and benefits of this integrated modelling framework in disease control efforts.