4 papers
A Horse with no Labels: Self-Supervised Horse Pose Estimation from Unlabelled Images and Synthetic Prior
Jose Sosa, David Hogg
Obtaining labelled data to train deep learning methods for estimating animal pose is challenging. Recently, synthetic data has been widely used for pose estimation tasks, but most…
Of Mice and Pose: 2D Mouse Pose Estimation from Unlabelled Data and Synthetic Prior
Jose Sosa, Sharn Perry, Jane Alty +1
Numerous fields, such as ecology, biology, and neuroscience, use animal recordings to track and measure animal behaviour. Over time, a significant volume of such data has been prod…
Self-supervised 3D Human Pose Estimation from a Single Image
Jose Sosa, David Hogg
We propose a new self-supervised method for predicting 3D human body pose from a single image. The prediction network is trained from a dataset of unlabelled images depicting peopl…
Multimodal Pipeline for Collection of Misinformation Data from Telegram
Jose Sosa, Serge Sharoff
The paper presents the outcomes of AI-COVID19, our project aimed at better understanding of misinformation flow about COVID-19 across social media platforms. The specific focus of…