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SELF-LEARNING AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS · AUTOMATED INSPECTION SOLUTIONS FOR...

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DEEP LEARNING TECHNOLOGY EXPERT SELF-LEARNING AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS
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Page 1: SELF-LEARNING AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS · AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS. ... the smartest self-learning automated inspection solutions ... Inspects

DEEP LEARNING TECHNOLOGY EXPERT

SELF-LEARNING AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS

Page 2: SELF-LEARNING AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS · AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS. ... the smartest self-learning automated inspection solutions ... Inspects

KleinTech’s self-learning automated inspection solutions examine trains, cargo, tracks and their surrounding area faster and more precisely.

With KleinTech solutions, freight carrier companies, railway asset managers and other companies which deal with railways can significantly reduce costs associated with train and cargo inspection and railway maintenance.

KleinTech has relevant experience providing inspection systems for the railway industry and is not afraid of the challenges created by the strictly-regulated and history-rich industry.

KleinTech is the pioneer

in combining deep learning

technology with machine

vision and, by doing so,

creating innovative solutions

for the railway industry.

Solutions for Railways

Founded in 2010 by a team of passionate IT specialists, eager to bring together their knowledge of various software systems, the transport industry and the latest technology, KleinTech is a privately owned European company with o�ces in Germany and Latvia.

KleinTech develops easy-to-use deep learning inspection systems. With this deep learning technology, a machine can be trained to recognize patterns and deviations from the norm faster and with a higher precision than a human could. Once the deep learning algorithm is added, the machine is able to learn and improve itself.

The strategic goal of KleinTech is to become the go-to company for the development of complex deep learning inspection systems for the transport and security industry.

KleinTech believes the evolution of technology is inevitable and wants to be a part of the few who develop the robots of the future. KleinTech sees robots and the automation of tasks, which are still currently carried out by humans, as an opportunity to make society freer and safer.

KleinTech philosophy is to create value for its customers by delivering better solutions than those originally requested by the clients.

KleinTech provides

the smartest self-learning

automated inspection solutions

for the transport and

security industry.

About KleinTech

Page 3: SELF-LEARNING AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS · AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS. ... the smartest self-learning automated inspection solutions ... Inspects

TrainINSPECT automates train inspection – it collects and stores freight identification numbers and visual data of the wagon and cargo, adding the advantage of training the system to recognize patterns and deviations from the norm with deep learning algorithms. TrainINSPECT significantly reduces inspection costs and time.

Each solution is customized, TrainINSPECT can be integrated with other systems in use, including KleinTech’s VehicleINSPECT and SAFEArea, for use in ports and logistic hubs.

TrainINSPECT combines proprietary deep learning technology with reliable hardware to deliver an unmatched recognition rate, create added value for the railway management business and increase safety for the railway industry.

TrainINSPECT is a high

precision, easy to use

automated train and freight

inspection system made

intelligent with deep

learning technology.

TrainINSPECT

ADVANTAGES

FEATURES

Significantly reduces train and cargo inspectioncosts and time

Able to learn and improve itself

Automates reporting and validates the received information

Provides evidence for insurance claims

Minimal hardware maintenance and easy-to-usesystem interface

Increases safety for the railways

1. Wagon & cargo number, RFID tag, specialmarkings and cargo damages recognition

2. Detection of open wagon cargo state (empty/full/goods missing) and hatch position using deep learning and pattern comparison technology

3. High precision axle number, train speed and direction detection

4. Cargo oversize identification using 3D laser scanner technology

5. Wagon type recognition using deep learningtechnology

6. Detection of tank wagon hatch position using deep learning and pattern comparison technology

7. Detection of liquid level carried by tank wagon and cargo overheating using infrared camera

8. Pantograph inspection

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ADVANTAGES

Significantly eases and reduces the costs of preventive rail maintenance

Easily installed on most locomotives

Uses unique laser scanners for rail profiling

Collects rail profiling and railway sleeper damage data, provides exact location of detected risk area

Inspects railway sleepers and their mounts for cracks and defects with a high resolution line scan camera

Easily integrated with other maintenance systems

Automates level crossing inspection process

Decreases accidents on level crossings Sends timely warning to a train driver if an object is detectedon the level crossing Integrates with signalling system

Uses unique laser scanners that reduces false positives

RailVIEW scans the rail profile to detect general rail wear, level changes and damage to railways sleepers, which could threaten railway safety or performance. With deep learning technology, RailVIEW can detect deviation from the norm and provide information prior to detailed rail wear inspections thereby increasing e�ciency.

RailVIEW is a solution for

the initial inspection of rail wear

and damage to railway sleepers,

which significantly reduces

costs associated with detailed

rail wear inspection.

RailVIEW

ADVANTAGES

BarrierVIEW uses unique laser scanners with high precision even in rough weather conditions. These scanners are able to detect an object on the railroad crossing and the system promptly warns train drivers to reduce the speed to avoid an accident.

BarrierVIEW is a solution for

level crossing inspection,

which warns train drivers about

an object on the crossing

thereby helping to prevent

accidents.

BarrierVIEWADVANTAGES

Significantly eases and reduces costs of track preventivemaintenance Easily installed on top of a regular train locomotive

Identifies potential risks to train’s safety – hazardous trees, embankment slip, sand dunes, among others, using patterncomparison technology

Detects exact GPS location of the risk area

Carries out tunnel and railway infrastructure inspections

Sends warnings about detected risks to the maintenance team

Integrates with geographic information system and assetinventory management systems

TrackVIEW creates a 3D image and 360° view of the environment around the track and uses pattern comparison technology to identify deviations from norm – damaged or lost rail infrastructure objects and objects in the area, which may pose threat to train’s safety.

TrackVIEW creates value for rail infrastructure managers automating rail track preventive maintenance.

TrackVIEW is a low-cost, preventive

maintenance solution for inspecting

the area surrounding the rail track

and detecting potential risks to

the train’s safety.

TrackVIEW

Page 5: SELF-LEARNING AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS · AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS. ... the smartest self-learning automated inspection solutions ... Inspects

SAFETrain provides intelligent video analysis of the train’s surrounding area and warns the driver of potential risks. It collects and analyses data about location, speed, direction, fuel consumption, oil level, etc. and warns of deviations from the norm. SAFETrain also provides video and audio recording from the driver’s cabin.

SAFETrain stores all maintenance and on-going system analysis data, interior and exterior camera stream and other data in a cloud based storage in real time and in the actual Black Box, assuring double security.

SAFETrain combines proprietary deep learning technology with reliable hardware to create good value for the railway management business and increase train safety.

SAFETrain is the BlackBox for

trains – it is a next generation

analytics and smart data system,

which records the train’s activities

providing real-time support to its

driver and tracking the train for

safety and asset management

purposes.

SAFETrain

ADVANTAGES

Increases train and rail infrastructure safety

Enables train fleet management remotely through a centralized management system

Provides detailed information about the train’s technical condition and geographic location

Assists the train driver while enabling the supervisionof his actions

1. Video recording from multiple cameras installed on the train’s front, sides and rear

2. Video streaming for the driver to support him/her during di�erent manoeuvres

3. Video and audio recording from the driver’s cabin

4. Data collection from multitude of devices within locomotive – temperature, moisture, flows of liquids, voltage, among others

5. Data collection on train’s location, speed, direction, acceleration

6. Warning and data transmission to central server in case of emergency

7. Identification of unknown people entering locomotive by facial recognition

8. Integration with other systems

9. Installed infrared vision, able to detect potential risks 110 m ahead

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FEATURES

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Page 6: SELF-LEARNING AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS · AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS. ... the smartest self-learning automated inspection solutions ... Inspects

KleinTech Products

INSPECT

Wayside TransportInspection Systems

VIEW

Railroad and Road InfrastructureInspection Systems

SAFE

Area Inspection Systems

recognition of numbers &various markings, cargo oversize

and damage inspection

TrainINSPECT

vehicle inspectionat self-service entry/exit points

VehicleINSPECT

data collectionfrom and about vehicles

in motion

RoadINSPECT

inspection of areas surroundingtracks and roads

TrackVIEW

preventive maintenance inspectionof rails and railway sleepers

RailVIEW

level crossing inspectionfor object detection

BarrierVIEW

the BlackBox for trains – train safety and maintenance

inspection system

SAFETrain

intelligent area surveillanceevent analytics

SAFEArea

intelligent city surveillanceevent analytics

SAFECity

ADVANTAGESIncreases safety of the freight wagon and cargo in high risk areas Automates cargo management in a logistic hub by cargo mapping/allocation

Recognizes numbers, faces, identifies deviations from the norm and/or unattended objects

Provides an extensive archive for events associated with each particular cargo or other defined objects in the area

Sends automated notifications to security and/or other teams

Can be integrated with existing CCTV cameras/systems in use

SAFEArea enables the complete surveillance of a freight wagon, cargo container or other object from entering an enclosed area, like a port or logistic hub, until leaving it. This solution allows the possibility to follow the object everywhere in the closed area and stores all information about any events in which the object would be involved, such as collisions, detour from a designated route, delays in shipping times.

SAFEArea combines intelligent video surveillance with deep learning technology to create an automated inspection solution unmatched in the market for increasing security within a designated area.

SAFEArea is an intelligent security

solution with deep learning

technology, which can detect

emergency and/or potential

security risks in a specific area.

SAFEArea

Page 7: SELF-LEARNING AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS · AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS. ... the smartest self-learning automated inspection solutions ... Inspects

O�ce in Germany:Lerchenstraße 51, 70176 StuttgartPhone Nr.: +49 692 573 672 78

O�ce in Latvia:Elijas St. 17-8, LV 1050, RīgaPhone Nr.: +371 677 046 70

E-mail: [email protected]: www.kleintech.net


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