Dani Sorbie
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dani-sorbie.bsky.social
Dani Sorbie
@dani-sorbie.bsky.social
PhD Student @Manmetuni | Machine Learning x Dog Welfare 🐶 🐾 | Partnering with @DogsTrust | Views are my own
I’m incredibly excited about the impact this could have and look forward to sharing insights along the way! 🐕✨

@DrAlyxE @cbrassey.bsky.social @ConnahKendrick @SaraOwczarczekGarstecka
@dtscholars.bsky.social
March 19, 2025 at 4:51 PM
With the support of Dogs Trust, this research has the potential to set new standards for animal welfare monitoring—providing a scalable, objective approach to understanding and improving the lives of dogs in kennels.
March 19, 2025 at 4:51 PM
Key objectives:
- Developing an automated video analysis system to optimise data collection & processing
- Training deep neural networks to track canine posture & movement - Identifying behaviours through clustering techniques
- Creating a real-time monitoring tool to support welfare assessments
March 19, 2025 at 4:51 PM
This project aims to transform how we assess and monitor the welfare of kennelled dogs using AI. By using deep learning and computer vision, we’re developing a non-invasive system to track posture and behaviour in real time—helping us better understand stress and wellbeing in kennelled dogs
March 19, 2025 at 4:51 PM