Hello and Welcome guys,
In this project, we'll learn how to make a powerful deep-learning model for 10 different classes of music audio.
In this video, we'll calculate the precision, recall,f1score, and confusion matrix of the deep learning model
Also, we'll perform a visualization of the confusion matrix.
In the next video of this playlist, we will perform model testing on some new audio files.
Later in the upcoming video of this playlist, we will tackle and implement the entire project step by step.
-----------Content of Video----------------
00:00 - Intro
00:11 - Recap
00:50 - Model Evaluation - II
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#imageclassification #convolutionalneuralnetworks #audioclassification
#deeplearning #datascienceprojects #machinelearning #musicgenre #featureengineering #audiofeatureextraction #tensorflow #sklearn #modeltraining #modelevaluation #accuracy #datavisualization #matplotlib
#confusionmatrix #precision #recall #f1score
Playlist Link: • Music Genre Classification System | Buildi...
Project Link: https://github.com/animesh1012/machin...
Trained Model file (h5/keras) :
https://drive.google.com/drive/folder...
Dataset Link:
https://www.kaggle.com/datasets/andra...