Pinned Repositories
adaPool
[T-IP 2023] Code for exponential adaptive pooling for PyTorch
Inter4K
Official repository for downloading and using Inter4K video interpolation dataset
keras-DepthwiseConv3D
Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions
LAVIB
[NeurIPS 2024] Official repository for downloading and using LAVIB
Leaping-Into-Memories
[ICCV 2023] Code implementation for "Leaping Into Memories: Space-Time Deep Feature Synthesis"
progressive-action-prediction
[CVPR 2023] Code for action prediction from videos
Saliency-Tubes-Visual-Explanations-for-Spatio-Temporal-Convolutions
[ICIP 2019] Implementation of Saliency Tubes for 3D Convolutions in Pytoch and Keras to localise the focus spatio-temporal regions of 3D CNNs.
SoftPool
[ICCV 2021] Code for approximated exponential maximum pooling
Squeeze-and-Recursion-Temporal-Gates
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 Videos".
TrajREC
[WACV 2024] Code for multitask trajectory anomaly detection
alexandrosstergiou's Repositories
alexandrosstergiou/SoftPool
[ICCV 2021] Code for approximated exponential maximum pooling
alexandrosstergiou/adaPool
[T-IP 2023] Code for exponential adaptive pooling for PyTorch
alexandrosstergiou/keras-DepthwiseConv3D
Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions
alexandrosstergiou/Squeeze-and-Recursion-Temporal-Gates
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 Videos".
alexandrosstergiou/Saliency-Tubes-Visual-Explanations-for-Spatio-Temporal-Convolutions
[ICIP 2019] Implementation of Saliency Tubes for 3D Convolutions in Pytoch and Keras to localise the focus spatio-temporal regions of 3D CNNs.
alexandrosstergiou/Inter4K
Official repository for downloading and using Inter4K video interpolation dataset
alexandrosstergiou/progressive-action-prediction
[CVPR 2023] Code for action prediction from videos
alexandrosstergiou/Class_Feature_Visualization_Pyramid
[ICCVW 2019] PyTorch code for Class Visualization Pyramid for intpreting spatio-temporal class-specific activations throughout the network
alexandrosstergiou/Traffic-Sign-Recognition-basd-on-Synthesised-Training-Data
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/Class-Agnostic-Feature-Visualisation
[ICIP 2021] PyTorch code for "The Mind's Eye: Visualizing Class-Agnostic Features of CNNs" for generation of kernel features.
alexandrosstergiou/LAVIB
[NeurIPS 2024] Official repository for downloading and using LAVIB
alexandrosstergiou/PlayItBack
[ICASSP 2023] PyTorch code for "Play It Back: Iterative Attention for Audio Recognition"
alexandrosstergiou/Inception_v3_TV_Human_Interactions
Applying Transfer Learning on Inception V3 model (weights trained on Imagenet) for the Oxford TV Human Interactions dataset. The network gets as inputs images extracted every 5 frames from videos.
alexandrosstergiou/dataset2database
Script for creating SQL databases from video files to reduce random access overhead and inodes
alexandrosstergiou/TrajREC
[WACV 2024] Code for multitask trajectory anomaly detection
alexandrosstergiou/Leaping-Into-Memories
[ICCV 2023] Code implementation for "Leaping Into Memories: Space-Time Deep Feature Synthesis"
alexandrosstergiou/video2spectrogram
Python script for extracting audio from video files and creating Mel spectrograms
alexandrosstergiou/Datasets-Visualisations-w-OpenCV
Creating grid visualisations of dataset examples with the OpenCV library
alexandrosstergiou/macrawlon
A sweet little collection of handy functions for video file downloading. 📼
alexandrosstergiou/alexandrosstergiou
alexandrosstergiou/alexandrosstergiou.github.io
alexandrosstergiou/audioset-processing
Toolkit for downloading and processing Google's AudioSet dataset.
alexandrosstergiou/auditory-slow-fast
Implementation of "Slow-Fast Auditory Streams for Audio Recognition, ICASSP, 2021" in PyTorch
alexandrosstergiou/creative-theme-jekyll
alexandrosstergiou/deep-learning-models
Keras code and weights files for popular deep learning models.
alexandrosstergiou/DeepInversion
Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)
alexandrosstergiou/epic-kitchens-slowfast
alexandrosstergiou/HeatMaps
Cloned repo from raghakot/keras-vis
alexandrosstergiou/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
alexandrosstergiou/torch-cam
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM)