We are organizing the "SARAS challenge on Multi-domain Endoscopic Surgeon Action Detection" in conjunction with #MICCAI2021.
All interested in action detection, especially in the surgical domain, are invited to participate: https://saras-mesad.grand-challenge.org/ <https://saras-mesad.grand-challenge.org/> The challenge aims to explore approaches to action detection that leverage information across domains in a multi-task setting. Based on two datasets of videos of radical prostatectomy procedures captured on both real and artificial data, the challenge will provide valuable insight into how to learn surgical action detection models robust to domain variations. The most novel and the top-performing methods will be invited to deliver a talk at the Challenge event. Their authors will be invited as co-authors in a journal paper dedicated to the Challenge. Detailed instructions on the tasks, how to download the data and submit your predictions for evaluation are provided on the website. Dates Challenge opens for registration: April 1, 2021 Training/Validation data release: April 27, 2021 Test data release: July 16, 2021 Result submission deadline: July 31, 2021 Final result announcement: August 5, 2021 Challenge date: September 27 - October 1, 2021
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