Name [ FreeCourseWeb.com ] Skillshare - Face Mask Detection Project with Deep Learning and Python
File Type video
Size 934.37MB
UpdateDate 2024-9-9
hash *****4D9DA2A6DD5D1F12C14F2A90971678F51E
Hot 14
Files 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 | 2.90KB ~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 | 10.70MB ~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 | 36.90MB ~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
