George Balaouras's Projects
A PyTorch Implementation of CA-SUM from "Summarizing Videos using Concentrated Attention and Considering the Uniqueness and Diversity of the Video Frames", Proc. ACM ICMR 2022
Assignment for "Computer Networks I" course of THMMY in AUTh.
Assignment for "Computer Networks II" course of THMMY in AUTh.
First Assignment for "Digital Image Processing" course of THMMY in AUTh.
Second Assignment for "Digital Image Processing" course of THMMY in AUTh.
Data analysis of Formula 1 seasons, uncovering trends, statistics, and key insights from the pinnacle of motorsports.
Training my first Neural Network model using FashionMNIST and PyTorch
Fourth Assignment for "Fuzzy Systems" course of THMMY in AUTh.
Third Assignment for "Fuzzy Systems" course of THMMY in AUTh.
Assignment for "Multimedia Systems and Virtual Reality" course of THMMY in AUTh.
Final Assignment for "Operating Systems" course of THMMY in AUTh.
Assignments for "Optimization Techniques" course of THMMY in AUTh.
A PyTorch Implementation of PGL-SUM from "Combining Global and Local Attention with Positional Encoding for Video Summarization", Proc. IEEE ISM 2021
Final Assignment for "Real Time Embedded Systems" course of THMMY in AUTh.
First Assignment for "Real Time Embedded Systems" course of THMMY in AUTh.
Assignments for "System Simulation and Modeling" course of THMMY in AUTh.
Data Collection and Analysis of Energy Consumption of Mobile Phones using Machine Learning Techniques
A PyTorch implementation of our attention-based method for explainable video summarization, presented in "Explaining video summarization based on the focus of attention" (IEEE ISM 2022)