[ DevCourseWeb.com ] Udemy - Data Science - CNN and OpenCV - Chest XRAY-Pneumonia Detection torrent, magnet, bt

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[ DevCourseWeb.com ] Udemy - Data Science - CNN and OpenCV - Chest XRAY-Pneumonia Detection

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088A40043F01282EBD6256CE50AA8218B35C44F5

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102

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1.07GB

Convert On:

2022-05-09

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DevCourseWeb com Udemy Data Science CNN and OpenCV Chest XRAY Pneumonia Detection

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File Name

Size

Get Bonus Downloads Here.url

182B

~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.mp4

5.72MB

~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.srt

1.63KB

~Get Your Files Here !/1. Introduction and Getting Started/2. Introduction to Google Colab.mp4

15.17MB

~Get Your Files Here !/1. Introduction and Getting Started/2. Introduction to Google Colab.srt

3.54KB

~Get Your Files Here !/1. Introduction and Getting Started/3. Understanding the project folder structure.mp4

15.41MB

~Get Your Files Here !/1. Introduction and Getting Started/3. Understanding the project folder structure.srt

4.85KB

~Get Your Files Here !/10. Model Evaluation/1. Predicting on the test data using both MobileNetV2 and Custom CNN Model.mp4

22.29MB

~Get Your Files Here !/10. Model Evaluation/1. Predicting on the test data using both MobileNetV2 and Custom CNN Model.srt

4.54KB

~Get Your Files Here !/10. Model Evaluation/2. About Classification Report.mp4

6.95MB

~Get Your Files Here !/10. Model Evaluation/2. About Classification Report.srt

1.61KB

~Get Your Files Here !/10. Model Evaluation/3. Classification Report in action for both MobileNetV2 and Custom CNN Model.mp4

14.53MB

~Get Your Files Here !/10. Model Evaluation/3. Classification Report in action for both MobileNetV2 and Custom CNN Model.srt

2.75KB

~Get Your Files Here !/10. Model Evaluation/4. Computing the confusion matrix and using the same to derive the accuracy, sensit.mp4

38.33MB

~Get Your Files Here !/10. Model Evaluation/4. Computing the confusion matrix and using the same to derive the accuracy, sensit.srt

7.62KB

~Get Your Files Here !/10. Model Evaluation/5. Plot training and validation accuracy and loss.mp4

14.94MB

~Get Your Files Here !/10. Model Evaluation/5. Plot training and validation accuracy and loss.srt

2.9KB

~Get Your Files Here !/10. Model Evaluation/6. SerializeWriting the model to disk.mp4

7.07MB

~Get Your Files Here !/10. Model Evaluation/6. SerializeWriting the model to disk.srt

1.47KB

~Get Your Files Here !/11. Using trained model to predict whether a person has Pneumonia/1. Loading the final model from drive.mp4

19.81MB

~Get Your Files Here !/11. Using trained model to predict whether a person has Pneumonia/1. Loading the final model from drive.srt

3.57KB

~Get Your Files Here !/11. Using trained model to predict whether a person has Pneumonia/2. Loading an image and predicting using the model whether the person has Pneumonia.mp4

40.14MB

~Get Your Files Here !/11. Using trained model to predict whether a person has Pneumonia/2. Loading an image and predicting using the model whether the person has Pneumonia.srt

6.33KB

~Get Your Files Here !/12. Project Files and Code/1. Full Project Code.html

78B

~Get Your Files Here !/12. Project Files and Code/code/Detect_Pneumonia.ipynb

697.6KB

~Get Your Files Here !/12. Project Files and Code/code/Kaggle Link_chest-xray-pneumonia.txt

61B

~Get Your Files Here !/12. Project Files and Code/code/output/CM_16_weights-018-0.1818.hdf5

89.42MB

~Get Your Files Here !/12. Project Files and Code/code/output/MN_16_TrainingHistoryPlot.png

24.65KB

~Get Your Files Here !/12. Project Files and Code/code/output/MN_16_weights-016-0.2087.hdf5

10.96MB

~Get Your Files Here !/12. Project Files and Code/code/sampleTest_Pictures/Normal.jpeg

246.76KB

~Get Your Files Here !/12. Project Files and Code/code/sampleTest_Pictures/Pneumonia.jpeg

75.58KB

~Get Your Files Here !/12. Project Files and Code/code/train_CustomModel_16_conv_modelCheckpoint_reshuffle_data.ipynb

857.83KB

~Get Your Files Here !/12. Project Files and Code/code/train_MobileNet_16_modelCheckpoint_reshuffle_data (1).ipynb

891.7KB

~Get Your Files Here !/12. Project Files and Code/code/utils/config.py

1.14KB

~Get Your Files Here !/12. Project Files and Code/code/utils/conv_bc_model.py

2.68KB

~Get Your Files Here !/12. Project Files and Code/code/utils/create_dataset.py

1.76KB

~Get Your Files Here !/12. Project Files and Code/code/utils/getPaths.py

1.04KB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/1. Understanding the dataset and the folder structure.mp4

17.02MB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/1. Understanding the dataset and the folder structure.srt

5.58KB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/2. Setting up the project in Google Colab_Part1.mp4

6.08MB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/2. Setting up the project in Google Colab_Part1.srt

1.49KB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/3. Setting up the project in Google Colab_Part2.mp4

80.58MB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/3. Setting up the project in Google Colab_Part2.srt

15.96KB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/4. About Config and Create_Dataset File.mp4

72.41MB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/4. About Config and Create_Dataset File.srt

14.27KB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/5. Importing the Libraries.mp4

37.15MB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/5. Importing the Libraries.srt

6.05KB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/6. Plotting the count of data against each class in each directory.mp4

51MB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/6. Plotting the count of data against each class in each directory.srt

10.27KB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/7. Plotting some samples from both the classes.mp4

46.84MB

~Get Your Files Here !/2. Data Understanding & Importing Libraries/7. Plotting some samples from both the classes.srt

7.83KB

~Get Your Files Here !/3. Common Methods for plotting and class weight calculation/1. Creating a common method to get the number of files from a directory.mp4

8.53MB

~Get Your Files Here !/3. Common Methods for plotting and class weight calculation/1. Creating a common method to get the number of files from a directory.srt

1.53KB

~Get Your Files Here !/3. Common Methods for plotting and class weight calculation/2. Defining a method to plot training and validation accuracy and loss.mp4

25.88MB

~Get Your Files Here !/3. Common Methods for plotting and class weight calculation/2. Defining a method to plot training and validation accuracy and loss.srt

4.66KB

~Get Your Files Here !/3. Common Methods for plotting and class weight calculation/3. Calculating the class weights in train directory.mp4

35.25MB

~Get Your Files Here !/3. Common Methods for plotting and class weight calculation/3. Calculating the class weights in train directory.srt

6.3KB

~Get Your Files Here !/4. Data Augmentation/1. About Data Augmentation.mp4

17.07MB

~Get Your Files Here !/4. Data Augmentation/1. About Data Augmentation.srt

3.34KB

~Get Your Files Here !/4. Data Augmentation/2. Implementing Data Augmentation techniques.mp4

24.6MB

~Get Your Files Here !/4. Data Augmentation/2. Implementing Data Augmentation techniques.srt

4.28KB

~Get Your Files Here !/5. Data Generators/1. About Data Generators.mp4

14.48MB

~Get Your Files Here !/5. Data Generators/1. About Data Generators.srt

3.25KB

~Get Your Files Here !/5. Data Generators/2. Implementing Data Generators.mp4

23.4MB

~Get Your Files Here !/5. Data Generators/2. Implementing Data Generators.srt

4.32KB

~Get Your Files Here !/6. Model Building/1. About Convolutional Neural Network (CNN).mp4

12.01MB

~Get Your Files Here !/6. Model Building/1. About Convolutional Neural Network (CNN).srt

2.45KB

~Get Your Files Here !/6. Model Building/2. About OpenCV.mp4

17.9MB

~Get Your Files Here !/6. Model Building/2. About OpenCV.srt

2.81KB

~Get Your Files Here !/6. Model Building/3. Understanding pre-trained models.mp4

9.99MB

~Get Your Files Here !/6. Model Building/3. Understanding pre-trained models.srt

2.13KB

~Get Your Files Here !/6. Model Building/4. About MobileNetV2 model.mp4

7.61MB

~Get Your Files Here !/6. Model Building/4. About MobileNetV2 model.srt

1.68KB

~Get Your Files Here !/6. Model Building/5. Loading the MobileNetV2 classifier.mp4

16.38MB

~Get Your Files Here !/6. Model Building/5. Loading the MobileNetV2 classifier.srt

1.65KB

~Get Your Files Here !/6. Model Building/6. Building a new fully-connected (FC) head.mp4

20.3MB

~Get Your Files Here !/6. Model Building/6. Building a new fully-connected (FC) head.srt

2.88KB

~Get Your Files Here !/6. Model Building/7. Building the final MobileNetV2 model.mp4

8.88MB

~Get Your Files Here !/6. Model Building/7. Building the final MobileNetV2 model.srt

1.69KB

~Get Your Files Here !/6. Model Building/8. Understanding Conv2D, Filters, Relu activation, Batch Normalization, MaxPooling2.mp4

26.77MB

~Get Your Files Here !/6. Model Building/8. Understanding Conv2D, Filters, Relu activation, Batch Normalization, MaxPooling2.srt

3.71KB

~Get Your Files Here !/6. Model Building/9. Building a custom CNN network architecture.mp4

76.14MB

~Get Your Files Here !/6. Model Building/9. Building a custom CNN network architecture.srt

13.28KB

~Get Your Files Here !/7. Compiling the Model/1. Role of Optimizer in Deep Learning.mp4

16.49MB

~Get Your Files Here !/7. Compiling the Model/1. Role of Optimizer in Deep Learning.srt

3.23KB

~Get Your Files Here !/7. Compiling the Model/2. About Adam Optimizer.mp4

4.96MB

~Get Your Files Here !/7. Compiling the Model/2. About Adam Optimizer.srt

1.52KB

~Get Your Files Here !/7. Compiling the Model/3. About binary cross entropy loss function..mp4

11.18MB

~Get Your Files Here !/7. Compiling the Model/3. About binary cross entropy loss function..srt

2.39KB

~Get Your Files Here !/7. Compiling the Model/4. Putting all together for MobileNetV2.mp4

10.9MB

~Get Your Files Here !/7. Compiling the Model/4. Putting all together for MobileNetV2.srt

2.11KB

~Get Your Files Here !/7. Compiling the Model/5. Putting all together for Custom CNN Model.mp4

12.33MB

~Get Your Files Here !/7. Compiling the Model/5. Putting all together for Custom CNN Model.srt

2.28KB

~Get Your Files Here !/8. ModelCheckpoint/1. About Model Checkpoint.mp4

5.92MB

~Get Your Files Here !/8. ModelCheckpoint/1. About Model Checkpoint.srt

1.51KB

~Get Your Files Here !/8. ModelCheckpoint/2. Implementing Model Checkpoint.mp4

21.93MB

~Get Your Files Here !/8. ModelCheckpoint/2. Implementing Model Checkpoint.srt

3.98KB

~Get Your Files Here !/9. Fitting the Model/1. About Epoch and Batch Size.mp4

5.38MB

~Get Your Files Here !/9. Fitting the Model/1. About Epoch and Batch Size.srt

1.38KB

~Get Your Files Here !/9. Fitting the Model/2. MobileNetV2 and Custom CNN Model Fitting.mp4

42.6MB

~Get Your Files Here !/9. Fitting the Model/2. MobileNetV2 and Custom CNN Model Fitting.srt

6.02KB

~Get Your Files Here !/Bonus Resources.txt

386B

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