INTELLIGENT DATA PROCESSING ALGORITHM
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Distortion correction for underwater images
Color and light correction
Increased resolution
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Image
segmentationIsolation of plant mass
Identification of seabed objects
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The selection of individual objects
Counting animals and plants of different species
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AI results Integration in form of a web service
Presenting meaningful data on interactive maps
A neural networks cascade for a comprehensive analysis of the seabed biotope
FUnIE-GAN, SRDRM-GAN SUIM-Net, Unet, DeepLab-v3 PP-YOLO, YOLO4, EfficientDet
OUR EXPERIENCE
ESTIMATION OF THE ABUNDANCE AND BIOMASS OF SHELLFISH
Distribution map of A. islandica size classes
Mapping and quantification services: biological and geological objects, such as commercial shellfish or FMN nodules, underwater photo-video observations
OUR CURRENT APPROACH
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Database of biological objects classes, markings on images, observation parameters, a priori biological and geological information, a posteriori object class existence probability in specified space-time coordinates
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Software for identication (estimation of probability) the existence Within the specified imaging area (by photos and videos) based on «machine learning»
for segmentation tasks and detections
Video Segmentation Example
We tolerate flexible moving objects!
AQUACULTURE CONTROL
Population and growth control
Feeding control
Detection of diseases
Analysis of the environment
Identifying external threats
PROSPECTIVE BUYERS FOR ENVIRONMENTAL MONITORING
Yearly Marine Biological Research is estimated to be $300 billion
contractors of companies working on the shelf
on the marine cable laying
on the offshore wind power
on the nodule mining
INTELLIGENT DATA PROCESSING ALGORITHM
The global aquaculture market for 2020 is $202 billion,
i.e. the share of losses reduction is about $30.3 billion
MARKET ENTRY AND SCALING
ECOLOGICAL MONITORING
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01. Work with potential customers. Creating a database.
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02. Direct sales in professional communities
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03.Integration with partners carrying out supervision and examination
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04.Active sales
- Service payments 15-20% of the license
- 150-200 user + service payments
CONTROL OF AQUACULTURE
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01. Implementation of the pilot project
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02.Packaging for the Asian market
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03.Search for Partners (Aquafarms suppliers) in Asia
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04.Sales through partners
- Service payments 15-20% of the license
- 1000-1500 licenses + service payments
PROVEN INTEREST IN OUR SOLUTION
PROJECT TEAM
MATHEMATICS + BIOLOGISTS = NEW PRODUCT
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Anna FRIkh-KHAR
MARINE BIOLOGIST,
ENTREPRENEUR -
ALEXANDER SEMYONOV
UNDERWATER PHOTOGRAPHER, LEAD ENGINEER
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YANA TEREKHINA
SPECIALIST IN THE ANALYSIS OF UNDERWATER LANDSCAPES
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NIKOLAI SHABALIN
EXPERT IN ECOLOGY AND ENVIRONMENTAL ASSESSMENT
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VADIM MOKIEVSKIY
EXPERT ON ECOLOGY AND
BIODIVERSITY -
OLEG YAKUSHKIN
MATHEMATICIAN, COMPUTER MODELING RESEARCHER
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EKATERINA PAVLOVA
DEEP LEARNING
SPECIALIST -
EVGENII PEN
SEA ENGINEER,
BUSINESSMAN
More than 60 research papers written by the team on the env. projection and AI topics, indexed in the international scientometric system Scopus. Already Created prototypes of markup and data analysis products.
EXISTING SOLUTIONS
