machine learning Archives - Page 2 of 2

Generative AI in Creating Synthetic Data

Today, 90% of AI projects fail due to insufficient or biased training data. Yet, acquiring real-world datasets is fraught with challenges like GDPR restricting access to niche applications lacking representative…

Asad iqbal February 26, 2025computer vision, deep learning, Gen AI, machine learning

Machine learning

Agentic Object Detection: The Future of Image Recognition

Imagine pointing your camera at a cluttered desk and asking an AI to find "a red notebook with a spiral binding" or "a Logitech MX Master mouse". Or think about…

Asad iqbal February 7, 2025computer vision, deep learning, machine learning

Machine learning

Vector Quantization in the Age of Generative AI

In today's data-rich environment, managing massive, high-dimensional datasets presents significant challenges, especially with vector embeddings in AI. According to a 2023 report by IDC, the global datasphere is expected to…

Asad iqbal February 3, 2025computer vision, deep learning, machine learning

Machine learning

Zero-Shot Learning: How AI Learns Without Examples

TL;DR Q 1. What is zero-shot learning?Zero-shot learning (ZSL) is a machine learning technique where a model can recognize or classify new “unseen” classes that it never encountered in training.…

Asad iqbal February 1, 2025deep learning, machine learning

Machine learning

CNNs with Self-Supervised Learning: A New Paradigm for Computer Vision

Convolutional Neural Networks (CNNs) are essential for computer vision tasks, including image classification, detection, and segmentation. Traditionally, CNNs depend on supervised learning with large labeled datasets, and they face limitations.…

Asad iqbal January 27, 2025CNNs, computer vision, deep learning, machine learning