YOLO8-FASG: A High-Accuracy Fish Identification Method for Underwater Robotic System
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3404867
Abstract: In underwater robots, accurate identification of small fish is still a major challenge, because small fish move faster and occupy less screen space, which requires higher detection flexibility and receptive field of the model. To… read more here.
Keywords: fish identification; method; small fish; accuracy ... See more keywords
DeformableFishNet: a high-precision lightweight target detector for underwater fish identification
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Marine Science"
DOI: 10.3389/fmars.2024.1424619
Abstract: The application of computer vision in fish identification facilitates researchers and managers to better comprehend and safeguard the aquatic ecological environment. Numerous researchers have harnessed deep learning methodologies for studying fish species identification. Nonetheless, this… read more here.
Keywords: fish identification; deformablefishnet; identification; deformablefishnet high ... See more keywords