3. Setup Your FREE Deep Learning Development Virtual Machine/1.3 DeepLearningCV2.tar.gz.gz 674.4 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3.1 age-gender-estimation.tar.gz.gz 579.0 MB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3.1 simpsons.tar.gz.gz 576.2 MB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4.1 monkey_breed.zip.zip 573.2 MB
25. Face Recognition with VGGFace/2.1 vgg_face_weights.h5.tar.gz.gz 546.0 MB
12. Types of Optimizers Learning Rates & Callbacks Build a Fruit Classifier/4.1 fruits-360.tar.gz.gz 394.3 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.mp4 273.4 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2. Build an Emotion, Facial Expression Detector.mp4 211.8 MB
19. Image Segmentation Medical Imaging in U-Net Find Nuclei in Images/5. Finding the Nuclei in Divergent Images.mp4 179.4 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4. Build your own YOLO Object Detector - Detecting London Underground Signs.mp4 166.8 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2.1 fer2013.zip.zip 150.2 MB
20. Principles of Object Detection/3. R-CNN, Fast R-CNN, Faster R-CNN and Mask R-CNN.mp4 142.5 MB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/3. Build a Monkey Breed Classifier with MobileNet using Transfer Learning.mp4 141.9 MB
23. DeepDream Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.mp4 130.8 MB
25. Face Recognition with VGGFace/1.1 25. Face Recognition All Notebooks.tar.gz.gz 126.6 MB
6. Neural Networks Explained in Detail/9. Regularization, Overfitting, Generalization and Test Datasets.mp4 124.1 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5.1 GenerativeNetworks.tar.gz.gz 122.7 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/7. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.mp4 111.4 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/26. Sorting Contours - Sort Those Shapes By Size.mp4 111.3 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/3. Experiment with YOLO on still images, webcam and videos.mp4 109.6 MB
~Get Your Files Here !/15. Project Files and Code/output/RN_weights-009-0.3958.hdf5 101.2 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/3. Setting up the project in Google Colab_Part 2.mp4 87.0 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/4. About Config and Create_Dataset File.mp4 86.9 MB
~Get Your Files Here !/7. Model Building/2. Building a custom CNN network architecture.mp4 54.6 MB
~Get Your Files Here !/12. Using ResNet50 model to detect presence of malignant cells in images/2. Loading an image and predicting using the model whether the person has malignant.mp4 47.9 MB
~Get Your Files Here !/15. Project Files and Code/output/CM_weights-010-0.3063.hdf5 44.4 MB
~Get Your Files Here !/10. Fitting the Model/2. Model Fitting of ResNet50, Custom CNN.mp4 42.8 MB
~Get Your Files Here !/7. Model Building/1. Model Building using ResNet50.mp4 40.6 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/7. Plotting some samples from both the classes.mp4 36.5 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/5. Importing the Libraries.mp4 35.2 MB
~Get Your Files Here !/3. Common Methods for plotting and class weight calculation/3. Calculating the class weights in train directory.mp4 33.5 MB
~Get Your Files Here !/4. Data Augmentation/2. Implementing Data Augmentation techniques.mp4 31.7 MB
~Get Your Files Here !/11. Model Evaluation/1. Predicting on the test data using ResNet50 and Custom CNN Model.mp4 30.6 MB
~Get Your Files Here !/13. Using custom CNN model to detect presence of malignant cells in images/2. Loading an image and predicting using the model whether the person has malignant.mp4 30.1 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/6. Plotting the count of data against each class in each directory.mp4 29.1 MB
~Get Your Files Here !/12. Using ResNet50 model to detect presence of malignant cells in images/1. Loading the ResNet50 model from drive.mp4 28.9 MB
~Get Your Files Here !/5. Data Generators/2. Implementing Data Generators.mp4 28.2 MB
~Get Your Files Here !/1. Introduction and Getting Started/3. Understanding the project folder structure.mp4 28.2 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/1. Understanding the dataset and the folder structure.mp4 28.1 MB
~Get Your Files Here !/14. Future scope of work/1. What you can do next to increase model’s prediction capabilities..mp4 26.4 MB