AIMC Topic: Fishes

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Impact of deep learning and post-processing algorithms performances on biodiversity metrics assessed on videos.

PloS one Aug 11, 2025
Assessing the escalating biodiversity crisis, driven by climate change, habitat destruction, and exploitation, necessitates efficient monitoring strategies to assess species presence and abundance across diverse habitats. Video-based surveys using re...
Algorithms Animals Biodiversity Fishes Video Recording Ecosystem Deep Learning Image Processing, Computer-Assisted
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Little-to-no industrial fishing occurs in fully and highly protected marine areas.

Science (New York, N.Y.) Jul 24, 2025
There is a widespread perception that illegal fishing is common in marine protected areas (MPAs) due to strong incentives for poaching and the high cost of monitoring and enforcement. Using artificial intelligence and satellite-based Earth observatio...
Fisheries Artificial Intelligence Animals Fishes Conservation of Natural Resources Oceans and Seas
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Automated seafood freshness detection and preservation analysis using machine learning and paper-based pH sensors.

Scientific reports Jul 18, 2025
Seafood, including fish, prawns and various marine products, is a critical component of global nutrition due to its high protein content, essential fatty acids, vitamins and minerals. Traditional methods for assessing seafood freshness such as sensor...
Machine Learning Seafood Paper Animals Food Quality Food Packaging Hydrogen-Ion Concentration Food Preservation Fishes Food Storage
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The intelligent evaluation model of the English humanistic landscape in agricultural industrial parks by the SPEAKING model: From the perspective of fish-vegetable symbiosis in new agriculture.

PloS one Jul 16, 2025
To more accurately capture the expression of the English humanistic landscape in agricultural industrial parks under the emerging agricultural paradigm of fish-vegetable symbiosis, and to address the limitations of unscientific evaluation standards a...
Language Animals Agriculture Humans Conservation of Natural Resources Symbiosis Models, Theoretical Parks, Recreational Fishes
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Predicting the Site-Specific Toxicity of Metals to Fishes Using a New Machine Learning-Based Approach.

Environmental science & technology Jul 14, 2025
Fishes of various trophic levels play an important role in the stability and balance of aquatic ecosystems. Metal contaminants can impair the survival and population fitness of fish at elevated concentrations. When universal water quality criteria (W...
Water Quality Metals, Heavy Metals Environmental Monitoring Water Pollutants, Chemical Models, Biological Fishes Endangered Species Ecosystem Lakes China Machine Learning Animals
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Optimal feature selection and model explanation for reef fish sound classification.

Philosophical transactions of the Royal Society of London. Series B, Biological sciences Jun 12, 2025
Fish produce a wide variety of sounds that contribute to the soundscapes of aquatic environments. In reef systems, these sounds are important acoustic cues for various ecological processes. Artificial intelligence methods to detect, classify and iden...
Animals Acoustics Sound Artificial Intelligence Fishes Algorithms Vocalization, Animal Coral Reefs
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A novel approach combining YOLO and DeepSORT for detecting and counting live fish in natural environments through video.

PloS one Jun 11, 2025
Applying Artificial Intelligence (AI) to the monitoring of live fish in natural environments represents a promising approach to the sustainable management of aquatic resources. Detecting and counting fish in water through video analysis is crucial fo...
Environmental Monitoring Fishes Video Recording Coral Reefs Algorithms Artificial Intelligence Animals Image Processing, Computer-Assisted
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Underwater bionic undulating fins incorporating thickness effects: hydrodynamic performance and optimal thickness variation rate analysis.

Bioinspiration & biomimetics Jun 5, 2025
In response to the urgent issues faced by current bionic undulating fin robot propulsion mechanisms, such as low working efficiency, insufficient swimming speed, ignoring thickness parameters, and the need for further improvement in biomimetic degree...
Animal Fins Robotics Equipment Design Models, Biological Computer Simulation Hydrodynamics Animals Equipment Failure Analysis Fishes Bionics Biomimetics Swimming
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Investigating the effect of morphology on the terrestrial gaits of amphibious fish using a reconfigurable robot.

Bioinspiration & biomimetics Jun 2, 2025
The relationship between morphology and locomotion performance in amphibious fish remains poorly understood, particularly in axial-appendage-based and appendage-based movements. To address this, we introduce Polymander, a reconfigurable robot capable...
Models, Biological Fishes Biomimetics Locomotion Computer Simulation Robotics Equipment Failure Analysis Animals Equipment Design Extremities Gait
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SwinFishNet: A Swin Transformer-based approach for automatic fish species classification using transfer learning.

PloS one May 20, 2025
The fish market is a crucial industry for both domestic economies and the global seafood trade. Accurate fish species classification (FSC) plays a significant role in ensuring sustainability, improving food safety, and optimizing market efficiency. T...
Algorithms Animals Seafood Deep Learning Image Processing, Computer-Assisted Fishes
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