Pinned Repositories
5G-Energy-Consumption-Modelling-Solution-Team-Farzi-Data-Scientists
Channel-Estimation-ML-DOJO-2
DeepSense6G_TII
The repository contains code, report and presentation for the solution of Team TII for ITU AI/ML in 5G Grand Challenge 2022: ML5G-PS-011: Multi Modal Beam Prediction: Towards Generalization
ITU-2023-MONO-submission-tinyML-02-Plant-Disease-Detection
The repository contains code, report and presentation for the solution of Team Tiny_MONO for ITU AI for good Tiny ML Challenge 2023 -> tinyML-02: Scalable and High-Performance TinyML Solutions for Plant Disease Detection
ITU-AI-ML-in-5G-USATU
Network trafic classification and network trafic forecasting
ITU-ML5G-PS-001-PARANA
ITU-ML5G-PS-007-GNN-m0b1us
1st place solution of ITU Graph Neural Networking Challenge 2023
MentoringSessions2022
All resources provided during the 2022 Mentoring Sessions can be found here.
ML5G-PHY-ChannelEstimation-ICARUS
This repository contains the source codes and the description of the proposed solution to the challenge ML5H-PHY [channel estimation] by the team ICARUS.
PS-022-1-Privacy-Preserving-Healthcare
Dopamine: Differentially Private Secure Federated Learning on Medical Data
ITU-AI-ML-in-5G-Challenge's Repositories
ITU-AI-ML-in-5G-Challenge/DeepSense6G_TII
The repository contains code, report and presentation for the solution of Team TII for ITU AI/ML in 5G Grand Challenge 2022: ML5G-PS-011: Multi Modal Beam Prediction: Towards Generalization
ITU-AI-ML-in-5G-Challenge/Team-MLAP-solution-for-ML5G-PS-007-Non-linear-Power-Amplifier-Behavioral-Modeling
Memory Polynomial-Inspired Neural Network for Modeling the Power Amplifier Non-linearities
ITU-AI-ML-in-5G-Challenge/ML5G-PS-004-Depth-map-estimation-in-6G-mmWave-systems
ITU-AI-ML-in-5G-Challenge/Digital_Twins_Repo
Digital Twins Repository. We present a Proof of Concept (PoC) of the decentralized controller evolution architecture for Autonomous Networks (AN) using a distributed Marketplace.
ITU-AI-ML-in-5G-Challenge/ITU-ML5G-PS-001-Euclid-Federated-Traffic-Prediction2022
This repository contains the Euclid Team Solution, presentation and report for the ITU-ML5G-PS-001 (Federated Traffic Prediction) 2022.
ITU-AI-ML-in-5G-Challenge/Network-Traffic-Scenario-Prediction-2nd-Place
This is the 2nd Place solution for Network Traffic Scenario Prediction Challenge
ITU-AI-ML-in-5G-Challenge/10th-PLACE-SOLUTION-Network-Traffic-Scenario-Prediction-Challenge
ITU-AI-ML-in-5G-Challenge/6th-Place-Network-Traffic-Scenario-Prediction-Challenge
This repository contains my model code and technical report for the Network Traffic Scenario Prediction Challenge by ITU that was hosted on the Zindi data science competition platform.
ITU-AI-ML-in-5G-Challenge/Adeyinka-sub
ITU-AI-ML-in-5G-Challenge/ITU-ML5G-PS-005-KDDI-UT-NakaoLab-AI
ITU-AI-ML-in-5G-Challenge/ITU-ML5G-PS-006-2023-QuasarX
This repository is a solution by team QuasarX for the ITU-ML5G-PS-006: Intrusion and Vulnerability Detection in Software-Defined Networks (SDN) challenge that ran from 2023-05-29 +03:00 to 2023-08-26 +03:00
ITU-AI-ML-in-5G-Challenge/ML5G-PS-006-Location-Estimation-Using-RSSI-of-Wireless-LAN-in-NLoS-Environment-KIT-labs
ML5G-PS-006: Location Estimation Using RSSI of Wireless LAN in NLoS Environment
ITU-AI-ML-in-5G-Challenge/network-traffic-scenario-prediction-solution-meloc
This repository contains the original code used to reach first place on the public and private leaderboard in the Network Traffic Scenario Prediction Challenge and the corresponding report.
ITU-AI-ML-in-5G-Challenge/TinyML-Smart-Weather-Station-CSEM
This repository contains the deliverables of the CSEM team for the Smart Weather Station Challenge 2022 organized by the TinyML foundation.
ITU-AI-ML-in-5G-Challenge/7th-Place-Network-Traffic-Scenario-Prediction-Challenge
Solution with LightGBM, rolling window features and rolling window post-processing.
ITU-AI-ML-in-5G-Challenge/ITU-ML5G-PS-010-Team-Tech-Rangers
This repository contains the slides, report, demo, code and description of team Tech Rangers for 2022 ITU AI/ML in 5G Challenge.
ITU-AI-ML-in-5G-Challenge/ML5G-PS-009-Synthetic-Observability-Data-Generation-using-GANs
Synthetic Observability Data Generation using GANs
ITU-AI-ML-in-5G-Challenge/-tinyML-Challenge-WeatherStation-KT
ITU-AI-ML-in-5G-Challenge/3RD-PLACE-SOLUTION-Network-Traffic-Scenario-Prediction-Challenge-
This repository contains the final third place solution notebook (code), solution report (in pdf), and model prediction file (in csv) respectively.
ITU-AI-ML-in-5G-Challenge/Fault-Analysis
Predicting an NE’s average data rate change when a fault occurs
ITU-AI-ML-in-5G-Challenge/Fault-Impact-Analysis-10th-Place-Solution
This repository contains the deliverables of Kolesh for the 10 th place solution for the Fault Impact Analysis Challenge
ITU-AI-ML-in-5G-Challenge/Fault-impact-analysis-on-RAN-KPIs-third-place-solution
ITU-AI-ML-in-5G-Challenge/Fault-Impact-Analysis-Solution-Krishna-Priya
ITU-AI-ML-in-5G-Challenge/ICFOSS-CDOH-SMART-WEATHER-STATION
ITU-AI-ML-in-5G-Challenge/ITU-ML5G-PS-010-AI_ML_SSD-BYOC-Build-your-own-Closed-loop
This repository contains the code and description of team AI_ML_SSD for 2022 ITU AI/ML in 5G Challenge
ITU-AI-ML-in-5G-Challenge/ITU-ML5G-PS-010-Build-a-thon-InnovNet
This is our submission for the problem statement 10 - Build your own closed loop.
ITU-AI-ML-in-5G-Challenge/ML5G-PS-006-Location-Estimation-Using-RSSI-of-Wireless-LAN-in-NLoS-Environment-TeleAILab
Team: TeleAILab
ITU-AI-ML-in-5G-Challenge/TinyML-Smart-Weather-Station-BrainCircuit
BrainCircuit team entry for tinyML Challenge 2022: Smart Weather Station
ITU-AI-ML-in-5G-Challenge/TinyML-Smart-Weather-Station-TinyCow
TinyCow Smart Weather Station Prototype
ITU-AI-ML-in-5G-Challenge/tinyML_smart_weather_station_AI4Africa