zeyadusf / satellite_imagery_of_ships_detection

CNN Model to classification and CV (connectedComponents) to Detection

Satellite Imagery of Ships Detection

CNN Model to classification and CV (connectedComponents) to Detection

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🎯 About :

Context
This dataset was created for the primary use of making a data generator for the original dataset. This generator can be used for classifying the images and then detecting ships in the test images.
Content
This dataset consists of 2 directories, no-ship and ship, with each containing images as specified in the original dataset.

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🔗 NoteBooke in Kaggel : Satellite_Imagery_of_Ships_Detection~99%

🔗 Can Use Model : Model

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This is the output of the Notebook.

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Model Evaluation ( Classification Report)

                precision    recall  f1-score   support

           0       0.99      0.99      0.99       304

           1       0.99      0.99      0.99       396

    accuracy                           0.99       700

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