Research Papers - AI to identify wildlife

The following are Research Papers using artificial intelligence (AI) and machine learning to track or identify wildlife or various species

Published Research Papers

• Automatic fish species classification in underwater videos: Exploiting pretrained deep neural network models to compensate for limited labelled data

  • https://www.researchgate.net/publication/317558591_Automatic_fish_species_classification_in_underwater_videos_Exploiting_pretrained_deep_neural_network_models_to_compensate_for_limited_labelled_data

• Fish detection and species classification in underwater environments using deep learning with temporal information

  • https://www.researchgate.net/publication/340430963_Fish_detection_and_species_classification_in_underwater_environments_using_deep_learning_with_temporal_information

• Fish Species Recognition Using VGG16 Deep Convolutional Neural Network

• Classification of Fish Species Using Silhouettes

  • https://www.researchgate.net/publication/341690506_Classification_of_Fish_Species_Using_Silhouettes

• Underwater Fish Species Classification using Convolutional Neural Network and Deep Learning

  • https://arxiv.org/ftp/arxiv/papers/1805/1805.10106.pdf

• Identify Fish using Machine Learning

  • https://medium.com/sv-blog/identify-fish-using-machine-learning-13399e62e9bf

• Fish Classification – CNN Model

  • https://mattharmer.me/2020/03/26/fish-classification-cnn-model/

• em4.fish

  • https://em4.fish/browse-our-library/

• Detect and Classify Species of fish from Fishing Vessel

  • https://flyyufelix.github.io/2017/04/16/kaggle-nature-conservancy.html

• Automatic Nile Tilapia Fish Classification Approach using Machine Learning Techniques

  • https://www.researchgate.net/publication/269900753_Automatic_Nile_Tilapia_fish_classification_approach_using_machine_learning_techniques/link/553bd38b0cf245bdd7667236/download

• Automated measurement of species and length of fish by computer vision

  • https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.107.1392&rep=rep1&type=pdf

• Fish species classification in unconstrained underwater environments based on deep learning

  • https://aslopubs.onlinelibrary.wiley.com/doi/full/10.1002/lom3.10113

• DeepFish: Accurate underwater live fish recognition with a deep architecture

  • https://www.sciencedirect.com/science/article/abs/pii/S0925231215017312

• Machine learning for image based species identification

  • https://besjournals.onlinelibrary.wiley.com/doi/full/10.1111/2041-210X.13075#mee313075-bib-0040