ROV and AI synergy bring significant reduction on fish farm biofouling management costs. There are no easy solutions for biofouling in aquaculture. Biofouling is a problem for fish farm cages, as it blocks fish cage oxygenation and causes severe adverse effects on fish welfare. Anti-fouling treatments require significant investments, contributing to substantial production costs. We […]
Fouling is the multitude of organisms growing on the fish farm nets
Our platform KARMENstudio for custom automatic image analysis with
Innovation Norway will be co-financing our R&D.
Each problem has specific field knowledge – where years of experience and competencies are
Fish farm assets are complex, and the real world is noisy
We offer very fast segmentation and classification of multiple, up to 10, markers/layers per field. As a result, we trace each object through z-slices. While in 3D reconstruction we apply the model to count the cells. Each and every additional marker ( layer/ filter) image, of the same field, helps us in the identification of […]
We offer statistical analyses for output data extracted from our image analysis. We deliver tables, graphs, and plots based on appropriate statistical models, even for the very complex structure data. For example, we provide solutions based on general mixed-effect models. These are appropriate if your data has many independent and dependent variables plus control with variations […]
Do you trace your cells on 2D/3D – z-stacks? We use a smart structure classification on each z-stack layer and reconstruct the 3D appearance. It’s very fast and well-trained (machine learning). We have incredibly precise counting and tracing methods for structures sitting on top of each other!
Automatic Sholl analysis of individual neurons. Segmentation and classification of each neuron enable us to distinguish Sholl circle cuts of one neuron to count signals from another one in the range. Another example of the Sholl analysis with automatic segmentation and classification on pyramidal neurons
– contact us: contact@karmenstudio.ai
-> Leave short instructions ( about what do you want to measure from images/videos )
– send us representative, but short image/video material
– build a custom protocol for your image/video analysis needs
– send you back DEMO materials :
