Alex Stergiou

Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions

alexandrosstergiou

Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Multi-Temporal Convolutions for Human Action Recognition in Video...

alexandrosstergiou

exponential adaptive pooling for PyTorch

alexandrosstergiou

[ICCVW 2019] PyTorch code for Class Visualization Pyramid for intpreting spatio-temporal class-specific activations throughout the network

alexandrosstergiou

[ICIP 2019] Implementation of Saliency Tubes for 3D Convolutions in Pytoch and Keras to localise the focus spatio-temporal regions of 3D CNNs.

alexandrosstergiou

[ICCV 2021] Code for approximated exponential maximum pooling

alexandrosstergiou

Using synthetic data in combination with Deep Learning, to determine if a system can be made that will be able to recognise and classify correctly real traffic signs.

alexandrosstergiou

[CVPR 2023] Code for action prediction from videos

alexandrosstergiou