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AUTOMATIC SYSTEM OF RECOGNITION OF INVENTORY NUMBERS OF THE TRAINS FaceNET

TRAIN RECOGNITION - FaceNET - AI Tech by Ingenia RECOGNITION - FaceNET - AI Tech by Ingenia.pdfThe automatic inventory control system for wagons is designed to read the numbers of

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Page 1: TRAIN RECOGNITION - FaceNET - AI Tech by Ingenia RECOGNITION - FaceNET - AI Tech by Ingenia.pdfThe automatic inventory control system for wagons is designed to read the numbers of

AUTOMATIC SYSTEM OF RECOGNITION OF INVENTORY NUMBERS OF THE TRAINS

FaceNET

Page 2: TRAIN RECOGNITION - FaceNET - AI Tech by Ingenia RECOGNITION - FaceNET - AI Tech by Ingenia.pdfThe automatic inventory control system for wagons is designed to read the numbers of

The automatic inventory control system for wagons is designed to read the numbers of wagons, trains arriving or departing, forming a certificate where the results of recognition are checked for compliance with the reference data.

The contents of the help include the data of the automatic identification of wagon numbers according to their train serial numbers, information about the date and time of the train passing.

ABOUT SYSTEM

Page 3: TRAIN RECOGNITION - FaceNET - AI Tech by Ingenia RECOGNITION - FaceNET - AI Tech by Ingenia.pdfThe automatic inventory control system for wagons is designed to read the numbers of

1. Formation of videos containing inventory numbers of wagons

2. Recognition of inventory numbers of wagons of different kinds by the formed video images

3. Formation of the number list of train cars

4. Indication of unrecognized numbers

FUNCTIONAL OPPORTUNITIES5. Visual inspection by the operator of conformity of the recognized video numbers of the inventory number

6. Formation of reports on accepted warehouses

7. Export reports to information systems

8. Round-the-clockwork of any meteorological conditions

Page 4: TRAIN RECOGNITION - FaceNET - AI Tech by Ingenia RECOGNITION - FaceNET - AI Tech by Ingenia.pdfThe automatic inventory control system for wagons is designed to read the numbers of

BASIC SYSTEM CHARACTERISTICSNAME OF PARAMETERS VALUE

Number of controlled paths 1 for one reading point

Number of recognition channels (cameras) 2 to 4

Likelihood of recognizing inventory numbers of wagons not less than 99% (for clean, well-readable inventory numbers that meet the numbering requirements of freight wagons)

Train speed up to 60 km / h

Warehouse movement modes continuous and reversible with stops

Page 5: TRAIN RECOGNITION - FaceNET - AI Tech by Ingenia RECOGNITION - FaceNET - AI Tech by Ingenia.pdfThe automatic inventory control system for wagons is designed to read the numbers of

1. Spotlight

2. Video camera

3. IR sensor (transmitter)

INVENTORY READING POINT

Page 6: TRAIN RECOGNITION - FaceNET - AI Tech by Ingenia RECOGNITION - FaceNET - AI Tech by Ingenia.pdfThe automatic inventory control system for wagons is designed to read the numbers of

a. Server + API

Dedicated system unit (with Nvidia GTX 1080ti video card, Xeon processor, 16Gb RAM, SSD 500Gb), rack, uninterruptible power supply, LCD monitor, software package.

b. Display information

Software for display, further processing, analysis of information by the operator.

HARDWARE COMPOSITION OF THE READING POINT

c. Complex lighting

Complex of 8 LED spotlights 200-300 W with a choice of operating modes.

d. Camcorders

Complex of 4 camcorders with Full HD image quality, 4 megapixels or more, 60 frames per second.

e. Infrared sensor

Complex of infrared transmitter and receiver operating at a wavelength of 940 nm in the temperature range from -25 to +70 degrees Celsius.

Page 7: TRAIN RECOGNITION - FaceNET - AI Tech by Ingenia RECOGNITION - FaceNET - AI Tech by Ingenia.pdfThe automatic inventory control system for wagons is designed to read the numbers of

a. Recognition of dirty cars

b. Checking the load in open wagons

c. Recognition of open hatches of tanks

d. Integration with wagon weighing systems

EXAMPLES OF INSTALLED SYSTEMS AND THEIR ADDITIONAL POSSIBILITIES

Page 8: TRAIN RECOGNITION - FaceNET - AI Tech by Ingenia RECOGNITION - FaceNET - AI Tech by Ingenia.pdfThe automatic inventory control system for wagons is designed to read the numbers of

Zpoken Team lead by Ingenia - product team which provides advance services in AI, machine learning, deep speech analytics and call tracking, security and anti-fraud solutions.

Multi-technological team which has over 50 developers, covers different divergent IT-specializations and is capable to lead different projects simultaneously.

With our outsourcing / outstaffing capacity, we can bring various teams together up to 500 people to work on big scale projects.

ABOUT US

Page 9: TRAIN RECOGNITION - FaceNET - AI Tech by Ingenia RECOGNITION - FaceNET - AI Tech by Ingenia.pdfThe automatic inventory control system for wagons is designed to read the numbers of

We creates digital products for the business needs: a system of collection, storage, analysis and work with customer data. On this basis, we builds communication platforms, content-solutions, interactive modules, and other informational products.

CONTACTS

Co-Founder / IR: Anthony Matsepa Co-Founder & CEO: Paul Matsepa Scientific Director: Sc.D., Prof. V. Vachenko

Tel/WhatsApp: +66 96 0150902 Email Address: [email protected] or [email protected] Website: www.ingenia.tech

OFFICE / R&D LOCATIONS

Head Office / Scientific Hub: Kiev, Ukraine

Representative Offices: New Zealand, Thailand

R&D Partner Facility: Switzerland, Bulgaria