TensorFlow

Table of Contents How to Use ‘tf.GradientTape’ Configuring Your Development Environment Introduction What Is tf.GradienTape? Simple Example of tf.GradienTape Image Classification with the COCO Dataset Prepare the Dataset Define the Model Train the Model Using model.fit Custom Training Loop with…

Table of Contents No Module Named ‘tensorflow’ What Is TensorFlow 2? Prerequisites and Operating System TensorFlow Installation Steps Alternative TensorFlow Installation Methods Using Docker for TensorFlow Installing TensorFlow with Conda Learn TensorFlow Hands-On Summary Citation Information No Module Named ‘tensorflow’…

Table of Contents Evaluating Siamese Network Accuracy (F1-Score, Precision, and Recall) with Keras and TensorFlow Building the Face Recognition Application with Siamese Networks Introduction to Model Evaluation in Face Recognition Introduction to Siamese Networks in Facial Recognition Systems Utilizing Siamese…

Table of Contents Adversarial Learning with Keras and TensorFlow (Part 3): Exploring Adversarial Attacks Using Neural Structured Learning (NSL) Introduction to Advanced Adversarial Techniques in Machine Learning Harnessing NSL for Robust Model Training: Insights from Part 2 Deep Dive into…

Table of Contents Adversarial Learning with Keras and TensorFlow (Part 2): Implementing the Neural Structured Learning (NSL) Framework and Building a Data Pipeline Adversarial Learning with NSL CIFAR-10 Dataset Configuring Your Development Environment Need Help Configuring Your Development Environment? Project…

Table of Contents Adversarial Learning with Keras and TensorFlow (Part 1): Overview of Adversarial Learning Configuring Your Development Environment Need Help Configuring Your Development Environment? Project Structure Creating Adversarial Examples Robustness Toward Adversarial Examples Summary Citation Information Adversarial Learning with…

Table of Contents CycleGAN: Unpaired Image-to-Image Translation (Part 3) Configuring Your Development Environment Need Help Configuring Your Development Environment? Project Structure Implementing CycleGAN Training Implementing Training Callback Implementing Data Pipeline and Model Training Perform Image-to-Image Translation Summary Citation Information CycleGAN:…

Table of Contents CycleGAN: Unpaired Image-to-Image Translation (Part 2) Apples2Oranges Dataset Configuring Your Development Environment Need Help Configuring Your Development Environment? Project Structure Creating Our Configuration File Preprocessing Our Dataset Implementing the CycleGAN Architecture Summary Citation Information CycleGAN: Unpaired Image-to-Image…

Table of Contents Deploying a Custom Image Classifier on an OAK-D Introduction Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Deploying the Model on OAK Configuring the Prerequisites Defining the Utilities Creating the Images Pipeline Creating…