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Analysis of the Safety Level of Obstacle Detection in Autonomous Railway Vehicles

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Deep learning-based obstacle detection and distance estimation using object bounding box

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

RAILWAY INFRASTRUCTURE MONITORING USING CLASSICAL COMPUTER VISION AND CONVOLUTIONAL NEURAL NETWORKS

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Bounding Box Dataset Augmentation for Long-range Object Distance Estimation

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Deep learning-based rail track detection

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

A Review of Vision-Based On-Board Obstacle Detection and Distance Estimation in Railways

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

"Determining the Risk Acceptance Criteria for Operational Changes In The Railway System Using The ""SAFETY II"" Principl...

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Freight specific use cases for obstacle detection and track intrusion systems

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

SMART2 public website and communication plan

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Random Vibration Analysis of The Railway Obstacle Detection System Demonstrator Housing

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Analysis of requirements and definition of specifications for obstacle detection and track intrusion systems

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Integration of Computer Vision and Convolutional Neural Networks in the System for Detection of Rail Track and Signals o...

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Report on functional testing of fully integrated multi-modal obstacle and track intrusion detection system

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Dealing with Low Quality Images in Railway Obstacle Detection System

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Datasets for obstacle detection in railways

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Use cases for obstacle detection and track intrusion detection systems in the context of new generation of railway traff...

Project: SMART2

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Project acronym SMART2

Object-Level Data Augmentation for Deep Learning-Based Obstacle Detection in Railways

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Dealing with Low Quality Images in Railway Obstacle Detection System

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Towards holistic autonomous obstacle detection in railways by complementing of on-board vision with UAV-based object loc...

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Bounding Box Dataset Augmentation for Long-range Object Distance Estimation

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Algorithms for vision-based obstacle and track intrusion detection

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Report on evaluation of SMART2 prototype

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Use cases for obstacle detection and track intrusion detection systems in the context of new generation of railway traff...

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Analysis of the Safety Level of Obstacle Detection in Autonomous Railway Vehicles

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Deep learning-based obstacle detection and distance estimation using object bounding box

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Object-Level Data Augmentation for Deep Learning-Based Obstacle Detection in Railways

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Deep learning-based rail track detection

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Recommendation for new set of lower complexity requirements for obstacle and track intrusion detection system

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Algorithms for decision making

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Final project progress report

Project: SMART2

Updated at: 04-08-2023

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Project acronym SMART2

Resources

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Analysis of the Safety Level of Obstacle Detection in Autonomous Railway Vehicles

Deep learning-based obstacle detection and distance estimation using object bounding box

RAILWAY INFRASTRUCTURE MONITORING USING CLASSICAL COMPUTER VISION AND CONVOLUTIONAL NEURAL NETWORKS

Bounding Box Dataset Augmentation for Long-range Object Distance Estimation

Deep learning-based rail track detection

A Review of Vision-Based On-Board Obstacle Detection and Distance Estimation in Railways

"Determining the Risk Acceptance Criteria for Operational Changes In The Railway System Using The ""SAFETY II"" Principl...

Freight specific use cases for obstacle detection and track intrusion systems

SMART2 public website and communication plan

Random Vibration Analysis of The Railway Obstacle Detection System Demonstrator Housing

Analysis of requirements and definition of specifications for obstacle detection and track intrusion systems

Integration of Computer Vision and Convolutional Neural Networks in the System for Detection of Rail Track and Signals o...

Report on functional testing of fully integrated multi-modal obstacle and track intrusion detection system

Dealing with Low Quality Images in Railway Obstacle Detection System

Datasets for obstacle detection in railways

Use cases for obstacle detection and track intrusion detection systems in the context of new generation of railway traff...

Object-Level Data Augmentation for Deep Learning-Based Obstacle Detection in Railways

Dealing with Low Quality Images in Railway Obstacle Detection System

Towards holistic autonomous obstacle detection in railways by complementing of on-board vision with UAV-based object loc...

Bounding Box Dataset Augmentation for Long-range Object Distance Estimation

Algorithms for vision-based obstacle and track intrusion detection

Report on evaluation of SMART2 prototype

Use cases for obstacle detection and track intrusion detection systems in the context of new generation of railway traff...

Analysis of the Safety Level of Obstacle Detection in Autonomous Railway Vehicles

Deep learning-based obstacle detection and distance estimation using object bounding box

Object-Level Data Augmentation for Deep Learning-Based Obstacle Detection in Railways

Deep learning-based rail track detection

Recommendation for new set of lower complexity requirements for obstacle and track intrusion detection system

Algorithms for decision making

Final project progress report