Abstract: Embodiments described herein relate generally to systems that can include an optical sensor configured to generate image data associated with a set of aquatic animals, a memory, and a processor operatively coupled to the memory and the optical sensor. The processor can be configured to receive the image data associated with the set of aquatic animals, determine a set of characteristics associated with the set of aquatic animals based on the image data using a machine learning model, and classify each aquatic animal in the set of aquatic animals based on the set of characteristics using the machine learning model. The processor further configured to count at least a subset of the aquatic animals based on the classification.

Abstract: An apparatus includes a shipping container, an electrical interface configured to electrically couple the shipping container to an electrical power source, and a water interface configured to fluidically couple the shipping container to a water source. The shipping container has disposed therein one or more cultivation chamber, a water circulation system in fluid communication with the cultivation chamber(s), a gas circulation system in fluid communication with the cultivation chamber(s), and a light system. Each cultivation chamber is configured to receive at least one biological component of a target product. The water circulation system is configured to provide a volume of water into the cultivation chamber(s), the gas circulation system is configured to provide a flow of gas into the cultivation chamber(s), and the light system is configured to provide light to the cultivation chamber(s).

Abstract: Embodiments described herein relate generally to systems and methods for transferring, grading, and/or harvesting aquatic animals. In some embodiments, an apparatus can include a vessel configured to facilitate access to aquatic animals contained in an aquaculture system, a grading system disposed on the vessel and configured to receive a plurality of aquatic animals and sort the aquatic animals based on a characteristic, and a return system disposed on the vessel and configured to transfer at least a portion of the plurality of aquatic animals back to the aquaculture system.