Tata_Innoverse_SolverHunt8 Submission , Real time face mask detection and social distancing detector
Download the dataset by visiting the Face mask dataset and click the “Download” button.
Folder structure
📁 Face Mask Dataset
📁 Training
📁 Validation
📁 Testing
|__ Training
|______ WithMask: [Mask.1.jpg, Mask.2.jpg, Mask.3.jpg ....]
|______ NO_Mask: [NO_Mask.1.jpg, NO_Mask.2.jpg, NO_Mask.3.jpg ...]
|__ Validation
|______ WithMask: [Mask.1.jpg, Mask.2.jpg, Mask.3.jpg ....]
|______ NO_Mask: [NO_Mask.1.jpg, NO_Mask.2.jpg, NO_Mask.3.jpg ...]
|__ testing
|______ [test.1.jpg, test.2.jpg, test.3.jpg , test.4.jpg , test.5.jpg , ....]
Training and validation accuracy | Training and validation loss |
Training and validation accuracy | Training and validation loss |
precision recall f1-score support
WithMask 1.00 1.00 1.00 882
WithoutMask 1.00 0.99 1.00 722
accuracy 1.00 1604
macro avg 1.00 1.00 1.00 1604
weighted avg 1.00 1.00 1.00 1604
Input Image-01 | Input Image-02 |
$ Git clone "https://github.com/hritik5102/Tata_Innoverse_SolverHunt8"
Filename | Notebook |
---|---|
Face mask classification using custom model | |
Face mask classification using MobileNetv2 | |
Face mask Detection on image | |
Face mask Detection on video | |
Social distancing detector |
Licensed under the MIT License
Hritik Jaiswal |
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