Shivam Chandhok

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 SAM from Meta AI (Part 2): Integration with CLIP for Downstream Tasks SAM and CLIP Integration Configuring Your Development Environment Need Help Configuring Your Development Environment? Project Structure Getting Individual Objects from Image Downstream Tasks with SAM…

Table of Contents SAM from Meta AI (Part 1): Segmentation with Prompts Segment Anything Training SAM Inference with SAM Project Structure Configuring Your Development Environment Need Help Configuring Your Development Environment? Creating Our Configuration File Implementing Visualization Functions Segmentation 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 Training and Making Predictions with Siamese Networks and Triplet Loss Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Training Our Siamese Network Model with Triplet Loss Making Predictions with Our Siamese Network Based…