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Platform for automatic lice counting and continuous measurement and weight data

Aquabyte provides a fully integrated software platform for the aquaculture industry. The platform utilizes computer vision, machine learning, IoT (Internet of Things) and other innovative technologies to improve fish farming efficiency, and includes multiple features such as feeding optimization, biomass estimation, appetite detection, sea lice recognition and counting, etc.

Aquabyte is able to collect vast amounts of data over extensive time periods. A tool like Clarify can be a perfect augmentation for this platform, allowing fish farms and various aquaculture industry organizations to easily organize this data and use it for research, business analytics and other purposes.

History of Aquabyte 

Aquabyte is a venture-backed company founded in 2017 by Bryton Shang, a Princeton graduate and current CEO, with a goal to create an advanced technological solution that would allow to improve the effectiveness of fish farming and reduce global overfishing problems. The company has offices in the United States (San Francisco) and Norway. 

According to Shang, the idea to apply machine learning and other AI-related technologies came from an increased demand for fish farming and growing concerns about overfishing. Today, over 50% of the seafood consumed globally is commercially farmed, while aquaculture is considered to be one of the fastest growing sectors of food production on the planet. In 2018, Forbes listed Aquabyte as one of 25 most innovative agricultural technology startups. 

About Aquabyte platform 

Aquabyte’s fish farm monitoring platform utilizes smart IoT-connected cameras that are used to take pictures of fish in fish pens. The platform then uses computer vision and machine learning-based algorithms to analyze the images taken by cameras, providing the management of fish farms with real-time information, which includes insights into the health of the fish, its weight and other aspects crucial to farming. 

Aquabyte positions its platform as a next-gen fish farm monitoring product that is easy to install and integrate with third-party software systems. The solution provides 24/7 monitoring and can be customized for multiple different applications in the aquaculture industry.

Some of Aquabyte’s most notable features are advanced sea lice recognition and counting, biomass estimation and distribution projections, fish appetite detection for better feed conversion and waste reduction, as well as automatic feed amounts calculation based on fish size and activity.

Another distinctive feature of Aquabyte is simple installation: in order to implement the system, only the installation of a camera in a fish farm net pen is required.

Why integrate with Clarify?

  • Search - let people on your team easily find data across siloed systems - always available on their phone or in the browser
  • Visualize - See trends and combine data to visually explore
  • Explore - See statistics and seamlessly move from millisecond detail to years worth of data
  • Export - Combine data sources and easily export to Excel for further data work
  • Annotate/label - Add meaning and context to your data by labeling both points and periods in time, to build training sets for your AI/ML efforts
  • Contextualize - Ensure naming, labeling, and metadata is of high quality
  • Cloud Storage - one safe space for your raw time series data built for cost-efficient speed and performance at scale
  • Integrate - break down your data silos and build one source of truth
  • Mobile apps for iOS and Android - make data easily available for your team, whenever and wherever they are. Fuel a remote work culture with live data.
  • Collaboration - share visualizations and discuss data with comments, threads and the activity feed. Add files for even more context.



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