# Fish Farm Management Software --- ## Pages - [Boost Your Fish Farm's Efficiency with KAMAHU & Simplify Aquaculture](https://www.kamahu.com/): Streamline your farm operations and boost productivity with KAMAHU's low-cost, web-based fish farm management software. Perfect for landbased and marine farms. - [AI Solutions for Aquaculture](https://www.kamahu.com/ai-solutions/): Neural Network Integration Integrating neural network models into existing systems or software applications, enabling businesses to leverage AI capabilities seamlessly.... - [Meet KAMAHU](https://www.kamahu.com/meet-kamahu/): Develop and deploy custom machine learning models to extract insights and make predictions from your data. We are experts in... - [Blog](https://www.kamahu.com/blog/): Subscribe and get the latest insights and exclusive updates on our cutting-edge SaaS solution designed to optimize your aquaculture operations.... - [Privacy Policy](https://www.kamahu.com/dangelez/): Who is KAMAHU ? KAMAHU is an independent company registered in Brest (Breizh/Brittany). Our website address is: https://www. kamahu. com.... - [Contact](https://www.kamahu.com/contact/): Don’t wait – Contact us ! contact@kamahu. com Linkedin-in X-twitter Get in Touch --- ## Posts - [ESA BIC Incubation](https://www.kamahu.com/esa-bic-incubation/): Background and objectives : Is it possible to exploit satellite data with very limited resources? Depuis la pointe bretonne, l’entreprise... - [All the best from the KAMAHU Team !](https://www.kamahu.com/happy-new-year/): 2025 2024 2024 2023 2023 2022 2022 2021 2021 2020 2020 2018 2018 2019 2019 2017 - [HOW MUCH does a Machine Learning model cost ?](https://www.kamahu.com/how-much-does-a-ml-model-cost/): AI solutions are becoming increasingly accessible to businesses. Harnessing the power of artificial intelligence, neural networks have the ability to... - [Revolutionizing Aquaculture with AI and Machine Learning: real-world applications and success stories](https://www.kamahu.com/revolutionizing-aquaculture-with-machine-learning/): Machine learning is transforming aquaculture with groundbreaking applications in image classification, image segmentation, video analysis, and object detection. - [Is Machine Learning in aquaculture
THE RIGHT CHOICE ?](https://www.kamahu.com/how-to-determine-if-ml-is-the-right-choice/): To determine whether the use of machine learning, in aquaculture or whatever industry, is the right choice, you need to consider these 4 key points : --- ## Services --- # # Detailed Content ## Pages > Streamline your farm operations and boost productivity with KAMAHU's low-cost, web-based fish farm management software. Perfect for landbased and marine farms. - Published: 2024-03-04 - Modified: 2025-05-07 - URL: https://www.kamahu.com/ The web service aims at tracking and monitoring the activities and performances of fish farms, and having a forecast upon the production. It goes through remote, multi-sites, multi-users, multilingual and on-real time reporting and data-consolidation. Don't wait - Contact us ! Linkedin-in X-twitter Get in Touch Your Name, Your Company and its Location * Your Email * Your Phone Nr. Subject Your Message * How many letters in the word FISH ? * (number expected) Δdocument. getElementById( "ak_js_2" ). setAttribute( "value", ( new Date ). getTime ); NB : We're looking for new uses cases. We can couple every kind of data (sensors, videos, scans, sounds, farm data, DNA sequences, pictures etc. ) with your own Information System or integrate them into our farm management cloud service. Contact us ! We will work with an agile mindset. “AI involves programming that facilitates recognition and decision making without the need for human supervision” / Ask us for dedicated prices for hatcheries and other aquaculture productions / You can ask for a demo and get an access to a 30 days free period in order to try our aquaculture software, without any obligation. At any time, you can download your data, ask for a complete dump of the database or delete them. If you like to subscribe, you pay only for the period you subscribe, on a monthly, quaterly or yearly basis, as you like. You can ask us to upload your own data or develop some special reports. Don’t leave time,... --- - Published: 2024-02-19 - Modified: 2025-01-03 - URL: https://www.kamahu.com/ai-solutions/ Neural Network IntegrationIntegrating neural network models into existing systems or software applications, enabling businesses to leverage AI capabilities seamlessly. Deep Learning Solutions for Aquaculture Building and training deep neural networks for tasks such as image recognition, speech recognition, growth models design and anomaly detection. Provide expert guidance on developing an AI strategy and integrating AI into your business processes Develop and deploy customized machine learning models to save time, prepare automation, extract insights and make predictions from your data. active farms daily 0 We partner with Assist in seamlessly integrating AI solutions into your existing systems and deploying them at scale. Don't wait - Contact us ! darempred@kamahu. com+(33) 607-844-054 Linkedin-in X-twitter Get in Touch Send us an email at : darempred@kamahu. com Your Name, Your Company and its Location * Your Email * Your Phone Nr. Subject Your Message * How many letters in the word FISH ? * (number expected) Δdocument. getElementById( "ak_js_3" ). setAttribute( "value", ( new Date ). getTime ); --- - Published: 2024-02-05 - Modified: 2025-01-03 - URL: https://www.kamahu.com/meet-kamahu/ Develop and deploy custom machine learning models to extract insights and make predictions from your data. We are experts in designing high value service solutions. We’ve been involved in technological innovation in several industries. We now rely on the first fish farm management software as a SaaS (software as a service) solution that we designed in 2012. KAMAHU is an innovative and fully independent company based in Brittany. We are ambitious, we serve the aquaculture industry and we love new challenges ! -> Territorial dynamics-> Economical & community involvement-> Continuous innovation-> Environmental commitmente Don't wait - Contact us ! darempred@kamahu. com+(33) 607-844-054 Linkedin-in X-twitter Get in Touch Send us an email at : darempred@kamahu. com Your Name, Your Company and its Location * Your Email * Your Phone Nr. Subject Your Message * How many letters in the word FISH ? * (number expected) Δdocument. getElementById( "ak_js_4" ). setAttribute( "value", ( new Date ). getTime ); Assist in seamlessly integrating AI solutions into your existing systems and deploying them at scale. --- - Published: 2024-01-18 - Modified: 2025-02-23 - URL: https://www.kamahu.com/blog/ Subscribe and get the latest insights and exclusive updates on our cutting-edge SaaS solution designed to optimize your aquaculture operations. Don’t miss out – join our community today and lead the future of aquaculture! --- - Published: 2023-12-19 - Modified: 2024-08-26 - URL: https://www.kamahu.com/dangelez/ Who is KAMAHU ? KAMAHU is an independent company registered in Brest (Breizh/Brittany). Our website address is: https://www. kamahu. com. Use of personal data collected via the contact form The data provided in the contact form are used to answer to requests for information. They are stored on a PC and on external hard drive for backups. They are not hosted on a remote server. Use of the service The data recorded by the user via the KAMAHU service can all be consulted, downloaded and modified by the user. No personal data is required to use the service apart from the authentication credentials, IP address, date and time of connection. Data are stored on continent-specific VPS monitored by KAMAHU. Use of KAMAHU’s app’ The KAMAHU’s app’ for Android smartphones can be installed from the Google’s Play Store. Therefore users of the app’ give their consent to the Google’s privacy policy regarding apps installed from the Play Store. Data collected via the app’ are keyed in by users and uploaded into the service when users decide to import them. KAMAHU’s app does not access to the Agenda, Camera, Contacts, Localization, Microphone, Phone, Sensors, SMS nor Storage of the phone. Media Most of the pictures and illustrations used on this website have been taken or designed by KAMAHU or purchased from dedicated platforms. There may be some illustrations collected from the web for which we have lost track of the source; when we know the author of an illustration, we credit them.... --- - Published: 2023-12-19 - Modified: 2024-09-20 - URL: https://www.kamahu.com/contact/ Don't wait - Contact us ! contact@kamahu. com Linkedin-in X-twitter Get in Touch Your Name, Your Company and its Location * Your Email * Your Phone Nr. Subject Your Message * How many letters in the word FISH ? * (number expected) Δdocument. getElementById( "ak_js_5" ). setAttribute( "value", ( new Date ). getTime ); --- --- ## Posts - Published: 2025-06-29 - Modified: 2025-06-29 - URL: https://www.kamahu.com/esa-bic-incubation/ - Categories: Miscellaneous, Technology - Tags: ESA BIC, satellite imagery Background and objectives : Is it possible to exploit satellite data with very limited resources? Depuis la pointe bretonne, l’entreprise KAMAHU développe une plateforme innovante de suivi d’élevages dédiée aux professionnels de la pisciculture. Avec le soutien de l’Esa Bic Nord, elle vient d’intégrer des données satellitaires afin d’étoffer sa solution avec de nouveaux services. Et ce n’est qu’un début... “Notre plateforme permet à nos clients de faire du reporting multi-sites et en temps réel de leurs élevages aquacoles, de l’analyse de performances, de la planification des productions ainsi que de la traçabilité alimentaire”, entame Kilian Delorme, qui a créé KAMAHU en 2017 après avoir développé une première version de sa solution cinq ans plus tôt pour un groupement breton d’éleveurs de truites. The study aimed :- to measure the potential of machine learning to exploit satellite images with very limited resources- to design an algorithm capable of identifying these cages over vast geographical areas, without human intervention, and to assess the feasibility of this approach. Artificial Intelligence refers to the development of computer systems that can perform tasks that would typically require human intelligence. It involves the creation of algorithms and models that enable machines to learn, reason, perceive. Adam Peterson architectures tailored to your specific business needs. From traditional feedforward networks to advanced convolutional and recurrent networks, we have the knowledge and skills to build models that deliver superior performance and accuracy. Initially, we used satellite images obtained via jimutmap (https://github. com/Jimut123/jimutmap), an open source Python tool that... --- - Published: 2025-01-13 - Modified: 2025-04-04 - URL: https://www.kamahu.com/happy-new-year/ - Categories: Miscellaneous - Tags: Greeting Card 2025 2024 2024 2023 2023 2022 2022 2021 2021 2020 2020 2018 2018 2019 2019 2017 --- - Published: 2024-08-01 - Modified: 2024-09-25 - URL: https://www.kamahu.com/how-much-does-a-ml-model-cost/ - Categories: AI, Business - Tags: AI, cost control, machine learning AI solutions are becoming increasingly accessible to businesses. Harnessing the power of artificial intelligence, neural networks have the ability to analyze vast amounts of data, identify complex patterns, and make accurate predictions, enabling businesses to unlock new opportunities and drive growth. At KAMAHU, we specialize in providing comprehensive neural network services that can revolutionize your business. Whether you're looking to enhance your data analysis capabilities, automate repetitive tasks, or optimize operational processes, our team of experts is here to help you leverage the full potential of neural networks. Data lies at the heart of neural networks, and our services start with understanding your unique data landscape. We work closely with you to identify and collect relevant data sources, ensuring that your neural network models are built on a solid foundation. We employ cutting-edge techniques to preprocess and clean the data, making it ready for training the neural network models. Data collection and preparation are key and may cost a lot, or nothing, depending on what you already store. Model design would cost much less than the cost of your ultrasound scanner for instance : a few hundreds or thousands Dollars. The development of neural networks is a specialized task that requires expertise and experience. KAMAHU excels in designing and implementing neural network architectures tailored to your specific business needs. Get in touch with us --- > Machine learning is transforming aquaculture with groundbreaking applications in image classification, image segmentation, video analysis, and object detection. - Published: 2024-07-03 - Modified: 2024-08-27 - URL: https://www.kamahu.com/revolutionizing-aquaculture-with-machine-learning/ - Categories: Business, AI, Technology - Tags: AI, machine learning, Neural Article by Mikael Dautrey (ISITIX) and Kilian Delorme (KAMAHU) Machine learning is transforming aquaculture with groundbreaking applications in image classification, image segmentation, video analysis, and object detection. In this post, we explore four innovative projects that demonstrate real results in the field: Image classification using ultrasound - to detect frog maturity, essential for breeding programs, improving breeding cycles and increasing yield. Image segmentation - to identify malformations in fish, aiding in early health interventions. Video analysis and scene understanding - to provide continuous monitoring of fish farms, detecting anomalies in behavior and environmental conditions. Object detection algorithms - to identify fish cages from satellite images, optimizing farm management and resource allocation. Image classification : detecting frog maturity using ultrasound In a frog hatchery, to optimize tadpoles production, it is necessary to estimate frog maturity in order to separate the spawning females. To do this, the breeder performs ultrasound scans on the frogs. Initially, this work requires a highly qualified biologist to decide on frog maturity. Agnes Joly who runs the AQUAPRIMEUR hatchery wanted anyone on her farm to be able to carry out the operation, through the use of an automatic classification system. Designing a device to automatically classify ultrasound scans in an industrial environment is quite a challenge. Key challenges and solutions: Image collection and validation: we validated the feasibility of using machine learning to classify ultrasound images, despite having only a few hundred classified scans initially. Ultrasound scanner interface: we interfaced with the ultrasound scanner to automate the... --- > To determine whether the use of machine learning, in aquaculture or whatever industry, is the right choice, you need to consider these 4 key points : - Published: 2023-10-19 - Modified: 2024-09-06 - URL: https://www.kamahu.com/how-to-determine-if-ml-is-the-right-choice/ - Categories: AI, Technology - Tags: machine learning In today's fast-paced and data-driven world, businesses are constantly seeking innovative ways to gain a competitive edge, make smarter decisions, and deliver exceptional customer experiences. One technology that is transforming industries across the globe is neural networks. Harnessing the power of artificial intelligence, neural networks are used for machine and deep learning, and have the ability to analyze vast amounts of data, identify complex patterns, and make accurate predictions, enabling businesses to unlock new opportunities and drive growth. To determine whether the use of machine learning, in aquaculture or whatever industry, is the right choice, you need to consider these 4 key points : VOLUME : there are a lot of repetitive counting or analysis to be done CONSISTENCY and REPRODUCIBILITY : the actual human process is boring, biased and error prone. SHORTAGE OF SKILLED WORKERS : the process requires skills that few of your employees have or that cost too much. DECISION SUPPORT : the process is easier when additional information is provided to assist the operator. The development of neural networks is a specialized task that requires expertise and experience. Our KAMAHU team excels in designing and implementing neural network architectures tailored to your specific business needs. From traditional feedforward networks to advanced convolutional and recurrent networks, we have the knowledge and skills to build models that deliver superior performance and accuracy. --- --- ## Services ---