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HTML5 canvas demo projects

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Music Genre Classification using Machine Learning — project thumbnail preview
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Music Genre Classification using Machine Learning

This project builds a machine-learning classifier that sorts 30-second music clips into 10 genres from 58 audio features (MFC...

scikit-learn Jupyter notebook librosa
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Skin Lesion Classification using CNN — project thumbnail preview
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Skin Lesion Classification using CNN

This project builds a convolutional neural network that classifies dermatoscopic skin-lesion images into the seven diagnostic...

Jupyter notebook Python 3 HTML5 canvas demo
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Software Defect Prediction using Machine Learning (NASA MDP) — project thumbnail preview
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Software Defect Prediction using Machine Learning (NASA MDP)

This project predicts which software modules are likely to contain defects — before testing even starts — using only static c...

Matplotlib Jupyter notebook Git
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Steel Surface Defect Detection using CNN — project thumbnail preview
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Steel Surface Defect Detection using CNN

This project builds a convolutional neural network that classifies steel surface defects into the six families of the NEU sur...

Jupyter notebook Python 3 TensorFlow · Keras
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T20 Cricket Score Prediction using Machine Learning — project thumbnail preview
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T20 Cricket Score Prediction using Machine Learning

This project builds two machine-learning models for T20 cricket — a regressor that predicts the final innings total from any...

XGBoost Matplotlib Jupyter notebook
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Turbofan Engine Remaining Useful Life Prediction using LSTM (NASA C-MAPSS) — project thumbnail preview
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Turbofan Engine Remaining Useful Life Prediction using LSTM (NASA C-MAPSS)

This project predicts how many operating cycles a turbofan engine has left before failure, using the NASA C-MAPSS dataset of...

Matplotlib Jupyter notebook Python 3
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