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[ FreeCourseWeb.com ] Skillshare - Face Mask Detection Project with Deep Learning and Python

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934.37MB

Convert On:

2021-09-13

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FreeCourseWeb com Skillshare Face Mask Detection Project with Deep Learning and Python

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File Name

Size

Get Bonus Downloads Here.url

183B

~Get Your Files Here !/01. Introduction.mp4

28.45MB

~Get Your Files Here !/02. Setting Up Project - Install Python-de.vtt

3.18KB

~Get Your Files Here !/02. Setting Up Project - Install Python-en-US.vtt

2.82KB

~Get Your Files Here !/02. Setting Up Project - Install Python-es-MX.vtt

2.96KB

~Get Your Files Here !/02. Setting Up Project - Install Python-fr.vtt

3.11KB

~Get Your Files Here !/02. Setting Up Project - Install Python-pt.vtt

2.9KB

~Get Your Files Here !/02. Setting Up Project - Install Python.mp4

17.62MB

~Get Your Files Here !/03. Data Preparation Data-de.vtt

8.11KB

~Get Your Files Here !/03. Data Preparation Data-en-US.vtt

7.48KB

~Get Your Files Here !/03. Data Preparation Data-es-MX.vtt

8.12KB

~Get Your Files Here !/03. Data Preparation Data-fr.vtt

8.49KB

~Get Your Files Here !/03. Data Preparation Data-pt.vtt

7.84KB

~Get Your Files Here !/03. Data Preparation Data.mp4

41.59MB

~Get Your Files Here !/04. Data Preparation Process Flow Idea.mp4

27.02MB

~Get Your Files Here !/05. Data Preparation Import Required Python Libraries.mp4

13.52MB

~Get Your Files Here !/06. Data Preparation Get all Images Path in Folder.mp4

28.96MB

~Get Your Files Here !/07. Data Preparation Labeling.mp4

10.7MB

~Get Your Files Here !/08. Data Preparation Get Images Path and Labelling Images in multiple Folders.mp4

23.79MB

~Get Your Files Here !/09. Data Preparation Step -3, Face Detection.mp4

5.57MB

~Get Your Files Here !/10. Data Preparation Read Image.mp4

11.67MB

~Get Your Files Here !/11. Data Preparation Load Face Detection Model.mp4

7.81MB

~Get Your Files Here !/12. Data Preparation Face Detection , Blob from Image.mp4

18.93MB

~Get Your Files Here !/13. Data Preparation Draw Bounding Box for Detected Face.mp4

48.03MB

~Get Your Files Here !/14. Data Preparation Step-4, Crop the Detected Face.mp4

34.25MB

~Get Your Files Here !/15. Data Preparation Step-5, Image Processing - Blob from Image.mp4

42.82MB

~Get Your Files Here !/16. Data Preparation Image Processing - Rotate & Flip Image.mp4

22.08MB

~Get Your Files Here !/17. Data Preparation Remove Negative values and Normalize.mp4

22.76MB

~Get Your Files Here !/18. Data Preparation Apply Data Preparation process to All images.mp4

40.97MB

~Get Your Files Here !/19. Data Preparation Step-6, Save Preprocessed Data in Numpy Zip.mp4

14.64MB

~Get Your Files Here !/20. Deep Learning Load Numpy Zip Data into Notebook.mp4

15.83MB

~Get Your Files Here !/21. Deep Learning One Hot Encoding to target or output variables.mp4

23.67MB

~Get Your Files Here !/22. Deep Learning Split the Data into Train and Test sets.mp4

11.71MB

~Get Your Files Here !/23. Deep Learning Convolutional Neural Network Architecture.mp4

31.06MB

~Get Your Files Here !/24. Deep Learning Develop CNN model in TensorFlow 2.mp4

40.66MB

~Get Your Files Here !/25. Deep Learning Compile CNN model.mp4

24.16MB

~Get Your Files Here !/26. Deep Learning Train CNN model.mp4

13.34MB

~Get Your Files Here !/27. Deep Learning Save Convolutional Neural Network inTensorFlow.mp4

29.18MB

~Get Your Files Here !/28. Prediction Load TensorFlow based CNN model in a Notebook.mp4

21.63MB

~Get Your Files Here !/29. Prediction Defining Labels and Setting Colors.mp4

17.42MB

~Get Your Files Here !/30. Prediction Step -1, Face Detection.mp4

57.59MB

~Get Your Files Here !/31. Prediction Step -2, Data Preprocess.mp4

36.9MB

~Get Your Files Here !/32. Prediction Step-3, Get Predictions from CNN Model.mp4

38.55MB

~Get Your Files Here !/33. Prediction Generate text for Prediction info.mp4

33.09MB

~Get Your Files Here !/34. Prediction Get Face Mask Prediction to an Image.mp4

39.54MB

~Get Your Files Here !/35. Prediction Real Time Face Mask Prediction.mp4

38.79MB

~Get Your Files Here !/Bonus Resources.txt

357B

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