Artificial Intelligence
Artificial Intelligence
GANs in Computer Vision: Semantic Image Synthesis and Single-Image Generative Model Learning
Exploring the Frontiers of GANs in Computer Vision: GauGAN and SinGAN
Generative Adversarial Networks (GANs) have revolutionized the field of computer vision, enabling the generation...
Artificial Intelligence
Deepfakes: Generating Faces Using GANs and Autoencoders
The Rise of Deepfakes: Understanding the Technology and Its Implications
In recent years, the proliferation of fake news has emerged as a significant threat to...
Artificial Intelligence
Implementing Deep Learning in Production: Laptop Configuration and System Architecture
Deep Learning in Production: From Research to Reality
Hello, hello, hello, and welcome to the Deep Learning in Production course! In this article series, we...
Artificial Intelligence
Best Practices for Writing Deep Learning Code: Project Structure, Object-Oriented Programming, Type Checking, and Documentation
Best Practices for Programming Deep Learning Models: A Guide to Production-Ready Code
In the realm of deep learning, transitioning from a prototype to production-ready code...
Artificial Intelligence
Unit Testing Deep Learning: A Guide to TensorFlow Testing, Mocking, and Test Coverage
The Importance of Unit Testing in Deep Learning: A Comprehensive Guide
Programming a deep learning model is no small feat. The intricacies of neural networks,...
Artificial Intelligence
Exploring the Receptive Field in Deep Convolutional Networks
Understanding the Receptive Field in Deep Convolutional Architectures
In this article, we will explore the concept of the receptive field within deep convolutional architectures, drawing...
Artificial Intelligence
Debugging and Logging in Machine Learning: Utilizing Python Debugger and Logging Module to Identify Errors in Your AI Application
Debugging Deep Learning Code: A Comprehensive Guide
Have you ever been stuck on an error for way too long? I remember a time when I...
Artificial Intelligence
Self-Supervised Learning of Video Representations
The Rise of Self-Supervised Learning in Video Representation: A Deep Dive
In the rapidly evolving landscape of artificial intelligence, transfer learning from pretrained models on...