Omkar2118/datasets huggingface dataset:
PSI-AVA

**PSI-AVA** is a dataset designed for holistic surgical scene understanding. It contains approximately 20.45 hours of the surgical procedure performed by three expert surgeons and annotations for both long-term (Phase and Step recognition) and short-term reasoning (Instrument detection and novel Atomic Action recognition) in robot-assisted radical prostatectomy videos.

Source: [Towards Holistic Surgical Scene Understanding](https://arxiv.org/pdf/2212.04582v2.pdf)

Image Source: [https://arxiv.org/pdf/2212.04582v2.pdf](https://arxiv.org/pdf/2212.04582v2.pdf)

Introducing paper: Towards Holistic Surgical Scene Understanding