Alex Stergiou (@alexandrosstergiou)
github

alexandrosstergiou

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  • Stars
    star
    697
  • Global Rank 43,065 (Top 2 %)
  • Followers 73
  • Following 9
  • Registered almost 8 years ago
  • Most used languages
    Python
         85.0 %
    Jupyter Notebook
         10.0 %
    Cuda     5.0 %
  • Location πŸ‡³πŸ‡± Netherlands
  • Country Total Rank 241
  • Country Ranking
    Cuda     2
    Python
         153
    Jupyter Notebook
         290

Top repositories

1

SoftPool

[ICCV 2021] Code for approximated exponential maximum pooling
Python
287
star
2

adaPool

[T-IP 2023] Code for exponential adaptive pooling for PyTorch
Cuda
79
star
3

keras-DepthwiseConv3D

Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions
Python
68
star
4

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".
Python
67
star
5

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.
Python
51
star
6

Inter4K

Official repository for downloading and using Inter4K video interpolation dataset
Python
25
star
7

progressive-action-prediction

[CVPR 2023] Code for action prediction from videos
Python
22
star
8

Class_Feature_Visualization_Pyramid

[ICCVW 2019] PyTorch code for Class Visualization Pyramid for intpreting spatio-temporal class-specific activations throughout the network
Python
21
star
9

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.
Jupyter Notebook
19
star
10

Class-Agnostic-Feature-Visualisation

[ICIP 2021] PyTorch code for "The Mind's Eye: Visualizing Class-Agnostic Features of CNNs" for generation of kernel features.
Python
11
star
11

PlayItBack

[ICASSP 2023] PyTorch code for "Play It Back: Iterative Attention for Audio Recognition"
Python
9
star
12

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.
Python
8
star
13

LAVIB

Official repository for downloading and using LAVIB
Python
8
star
14

TrajREC

[WACV 2024] Code for multitask trajectory anomaly detection
Python
7
star
15

dataset2database

Script for creating SQL databases from video files to reduce random access overhead and inodes
Python
7
star
16

Leaping-Into-Memories

[ICCV 2023] Code implementation for "Leaping Into Memories: Space-Time Deep Feature Synthesis"
Python
3
star
17

video2spectrogram

Python script for extracting audio from video files and creating Mel spectrograms
Python
2
star
18

Datasets-Visualisations-w-OpenCV

Creating grid visualisations of dataset examples with the OpenCV library
Python
1
star
19

macrawlon

A sweet little collection of handy functions for video file downloading. πŸ“Ό
Python
1
star
20

Bootstrap-for-polling

πŸ“Š Use bootstrapping to normalise the data from opinion polls and make them similar to the population they represent.
Jupyter Notebook
1
star