sonar-data

Here are 6 public repositories matching this topic...

sams-tom / Multimodal-AUV

Leveraging Bayesian Neural Networks for multimodal AUV data fusion, enabling precise and uncertainty-aware mapping of underwater environments.

python machine-learning computer-vision deep-learning geospatial-data pytorch remote-sensing uncertainty-quantification underwater-robotics auv environmental-monitoring bayesian-neural-networks data-fusion habitat-mapping marine-science multimodal-ai sonar-data environmental-ai optical-imagery

Updated Oct 24, 2025
Python

MeghanaCVarghese / Neural-Network-Sonar-Classification

Star

Deep learning project using Artificial Neural Networks (ANN) to classify sonar signals as mines or rocks, including preprocessing, model training, and performance evaluation.

machine-learning deep-learning tensorflow keras neural-networks classification ann binary-classification data-science-project sonar-data

Updated Apr 16, 2026
Jupyter Notebook

Vaibhav-Vinil / Rocks-and-Mines-Classifier-SVM-vs-Logistic-Regression

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A machine learning project that classifies sonar signals as rocks or mines. Built with Python, scikit-learn, and pandas.

python data-science machine-learning svm scikit-learn cross-validation classification logistic-regression sonar-data

Updated Mar 3, 2026
Jupyter Notebook

MuhammadUsman-Khan / Rock-Mine-Prediction

Star

A machine learning model using Logistic Regression to classify sonar signals as either a rock or a mine. Built for underwater object detection systems used by submarines.

python machine-learning scikit-learn logistic-regression binary-classification submarine classification-model uci-dataset rock-vs-mine sonar-data