Full Model for Ingenium-MERLIN v.03
Date: April 2025
PHP Version: 8.2
Apache Version: 2.4
Python Version: 3.19.14 (adapted to avoid GPU)
Tensorflow: 2.10
RabbitMQ Version: 4.0 rc Management
MariaDB Version: 10
Module Description
Ingeniot-MERLIN: This module analyzes photos under the water used to inspect fish(es) with UAVs (or not). The analysis can be performed on individual photos or on a set of photos within the same folder. Users can upload images during analysis or save them beforehand in a user-accessible database. Results are stored in a database and can be viewed on-screen at any time or downloaded as a ZIP file. The results include new images showing detected fishes, along with the probability of each fish's accuracy. This information is also provided as a dataset with coordinates. Users can select a pre-trained model stored in a database (developed using TensorFlow in Python) or use a dummy model that generates random results.
Downloads
You can download the following case studies for using as example. This images are obtained from the following repository: Link
Download Short Case Study (ZIP)
Download Large Case Study (ZIP)
MERLIN - Horizon EU Project
Demonstration of long-endurance intelligent multi-purpose autonomous vehicles for marine applications (MERLIN). The MERLIN project is a four-year project funded under the European Union's Horizon Europe Grant Agreement: 101189796 and it is coordinated by the University of Birmingham. The project is a collaboration between the University of Birmingham, Space Applications Services NV/SA, Graal Tech Srl, ALTUS LSA S.A., Universidad de Castilla-La Mancha, On AIR srl, Hysytech s.r.l., National Center for Scientific Research "Demokritos", AiDEAS OU, Centre for Research & Technology Hellas (CERTH), ESI Ltd. Engitec Systems International Ltd., Agencia Estatal Consejo Superior de Investigaciones Cientificas, Klaipėdos uostas/Port of Klaipėda, Tuco Marine ApS - ProZero Workboats, Universitat Politècnica de Catalunya, Hellenic Centre for Marine Research, Acrux Cyber Services, and BALTICS MC. See more details in the following link: MERLIN
