[ FreeCourseWeb.com ] Learn OpenCV 4 by Building Projects- Build real-world computer vision and image processing apps with OpenCV and C, 2nd Ed.zip 121.5 MB
~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
~Get Your Files Here !/5 - Noising and Denoising models/10 - Noising and Denoising models.mp4 110.5 MB
~Get Your Files Here !/6 - Morphological Processing Algorithms/12 - Dilation and Erosion.mp4 56.3 MB
~Get Your Files Here !/7 - Image Segmentation/16 - Image Segmentation.mp4 56.1 MB
~Get Your Files Here !/2 - Basic Modules in OpenCV/2 - Reading and writing an image.mp4 51.9 MB
~Get Your Files Here !/2 - Basic Modules in OpenCV/3 - Color transformations.mp4 48.8 MB
~Get Your Files Here !/9 - Open CV and Deep Learning Building a Tumor Detection Model/20 - Open CV and Deep Learning Building a Tumor Detection Model.mp4 42.1 MB
~Get Your Files Here !/6 - Morphological Processing Algorithms/15 - Convex Hull and Finding Contours.mp4 40.1 MB
~Get Your Files Here !/4 - Image Enhancement/9 - Image Enhancement.mp4 39.6 MB
~Get Your Files Here !/2 - Basic Modules in OpenCV/5 - Bitwise Operations And Or Not Xor.mp4 34.5 MB
~Get Your Files Here !/8 - ImageFeatures Descriptors/18 - LBP and Wavelet Feature Extraction.mp4 32.3 MB
~Get Your Files Here !/2 - Basic Modules in OpenCV/4 - Addition and Subtraction Arithmetic Operations of images.mp4 32.1 MB
~Get Your Files Here !/6 - Morphological Processing Algorithms/11 - Understanding morphological processing.mp4 31.3 MB
~Get Your Files Here !/3 - Image Manipulation/6 - Image Flip Rotation Brightness.mp4 29.8 MB
~Get Your Files Here !/6 - Morphological Processing Algorithms/14 - Boundary Extraction and Region Filling.mp4 26.8 MB
~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4 23.5 MB
~Get Your Files Here !/3 - Image Manipulation/8 - Image Blurring.mp4 22.1 MB
~Get Your Files Here !/8 - ImageFeatures Descriptors/19 - Color Histogram.mp4 21.7 MB
~Get Your Files Here !/6 - Morphological Processing Algorithms/13 - Opening and Closing.mp4 17.9 MB
~Get Your Files Here !/3 - Image Manipulation/7 - Image Resizing.mp4 16.9 MB
~Get Your Files Here !/8 - ImageFeatures Descriptors/17 - Understanding Descriptors.mp4 13.2 MB