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序列：- 【其他】 [ DevCourseWeb.com ] Udemy - Data Science - CNN and OpenCV - Chest XRAY-Pneumonia Detection
- 收录时间:2022-07-14 文档个数:102 文档大小:1.1 GB 最近下载:2024-09-25 人气:2844 磁力链接
~Get Your Files Here !/12. Project Files and Code/code/output/CM_16_weights-018-0.1818.hdf5 93.8 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/3. Setting up the project in Google Colab_Part2.mp4 84.5 MB- ~Get Your Files Here !/6. Model Building/9. Building a custom CNN network architecture.mp4 79.8 MB
- ~Get Your Files Here !/2. Data Understanding & Importing Libraries/4. About Config and Create_Dataset File.mp4 75.9 MB
- ~Get Your Files Here !/2. Data Understanding & Importing Libraries/6. Plotting the count of data against each class in each directory.mp4 53.5 MB
- ~Get Your Files Here !/2. Data Understanding & Importing Libraries/7. Plotting some samples from both the classes.mp4 49.1 MB
- ~Get Your Files Here !/9. Fitting the Model/2. MobileNetV2 and Custom CNN Model Fitting.mp4 44.7 MB
- ~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 42.1 MB
- ~Get Your Files Here !/10. Model Evaluation/4. Computing the confusion matrix and using the same to derive the accuracy, sensit.mp4 40.2 MB
- ~Get Your Files Here !/2. Data Understanding & Importing Libraries/5. Importing the Libraries.mp4 39.0 MB
- ~Get Your Files Here !/3. Common Methods for plotting and class weight calculation/3. Calculating the class weights in train directory.mp4 37.0 MB
- ~Get Your Files Here !/6. Model Building/8. Understanding Conv2D, Filters, Relu activation, Batch Normalization, MaxPooling2.mp4 28.1 MB
- ~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 27.1 MB
- ~Get Your Files Here !/4. Data Augmentation/2. Implementing Data Augmentation techniques.mp4 25.8 MB
- ~Get Your Files Here !/5. Data Generators/2. Implementing Data Generators.mp4 24.5 MB
- ~Get Your Files Here !/10. Model Evaluation/1. Predicting on the test data using both MobileNetV2 and Custom CNN Model.mp4 23.4 MB
- ~Get Your Files Here !/8. ModelCheckpoint/2. Implementing Model Checkpoint.mp4 23.0 MB
- ~Get Your Files Here !/6. Model Building/6. Building a new fully-connected (FC) head.mp4 21.3 MB
- ~Get Your Files Here !/11. Using trained model to predict whether a person has Pneumonia/1. Loading the final model from drive.mp4 20.8 MB
- ~Get Your Files Here !/6. Model Building/2. About OpenCV.mp4 18.8 MB
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