KORSAL: Key-point Detection based Online Real-Time Spatio-Temporal Action Localization

1 code implementation • 5 Nov 2021 • Kalana Abeywardena, Shechem Sumanthiran, Sakuna Jayasundara, Sachira Karunasena, Ranga Rodrigo, Peshala Jayasekara

Despite the simplicity of our approach, our lightweight end-to-end architecture achieves state-of-the-art frame-mAP of 74. 7% on the challenging UCF101-24 dataset, demonstrating a performance gain of 6. 4% over the previous best online methods.

Optical Flow Estimation Spatio-Temporal Action Localization +1