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

File Name

Size

Get Bonus Downloads Here.url

183 B

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

28 MB

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

3.2 kB

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

2.8 kB

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

3.0 kB

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

3.1 kB

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

2.9 kB

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

18 MB

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

8.1 kB

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

7.5 kB

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

8.1 kB

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

8.5 kB

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

7.8 kB

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

42 MB

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

27 MB

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

14 MB

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

29 MB

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

11 MB

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

24 MB

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

5.6 MB

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

12 MB

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

7.8 MB

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

19 MB

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

48 MB

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

34 MB

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

43 MB

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

22 MB

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

23 MB

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

41 MB

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

15 MB

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

16 MB

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

24 MB

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

12 MB

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

31 MB

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

41 MB

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

24 MB

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

13 MB

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

29 MB

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

22 MB

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

17 MB

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

58 MB

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

37 MB

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

38 MB

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

33 MB

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

40 MB

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

39 MB

~Get Your Files Here !/Bonus Resources.txt

357 B