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Prawn Morphometrics and Weight Estimation from Images using Deep Learning for Landmark Localization
Alzayat Saleh, Md Mehedi Hasan, Herman W Raadsma +3
Accurate weight estimation and morphometric analyses are useful in aquaculture for optimizing feeding, predicting harvest yields, identifying desirable traits for selective breedin…
A lightweight Transformer-based model for fish landmark detection
Alzayat Saleh, David Jones, Dean Jerry +1
Transformer-based models, such as the Vision Transformer (ViT), can outperform onvolutional Neural Networks (CNNs) in some vision tasks when there is sufficient training data. Howe…
Automatic Weight Estimation of Harvested Fish from Images
Dmitry A. Konovalov, Alzayat Saleh, Dina B. Efremova +2
Approximately 2,500 weights and corresponding images of harvested Lates calcarifer (Asian seabass or barramundi) were collected at three different locations in Queensland, Australi…