Home - IntelliTechTribe

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, 2025

Computer vision 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, 2025

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, 2025

Machine learning

Zero-Shot Learning: How AI Learns Without Examples

Zero-shot learning (ZSL) is a machine learning approach that enables models to recognize and classify items without prior examples of those specific categories. This differs from traditional supervised learning, which…

Asad iqbal February 1, 2025

Machine learning NLP

Chain-of-Thought Prompting: Enhancing LLM Reasoning

Figure 1. Chain-of-Thought (CoT) prompting. Source: Wei et al. (2023) Large Language Models (LLMs) are highly capable of generating text but sometimes struggle with complex reasoning that requires step-by-step thought processes. While…

Asad iqbal January 30, 2025

Computer vision Machine learning

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

Explore the integration of CNNs with self-supervised learning for image classification. Learn about the benefits, challenges, and implementation details of self-supervised learning approach. Convolutional Neural Networks (CNNs) are essential for…

Asad iqbal January 27, 2025

Generative AI in Creating Synthetic Data

Agentic Object Detection: The Future of Image Recognition

Vector Quantization in the Age of Generative AI

Zero-Shot Learning: How AI Learns Without Examples

Chain-of-Thought Prompting: Enhancing LLM Reasoning

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

Comprehensive Python Cheatsheet – Master Python in 30 Minutes

Markdown Cheatsheet – Become a Markdown Pro in 5 Minutes

Generative AI in Creating Synthetic Data

Agentic Object Detection: The Future of Image Recognition

Vector Quantization in the Age of Generative AI

Zero-Shot Learning: How AI Learns Without Examples

Chain-of-Thought Prompting: Enhancing LLM Reasoning

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

Generative AI in Creating Synthetic Data

Agentic Object Detection: The Future of Image Recognition

Vector Quantization in the Age of Generative AI

Zero-Shot Learning: How AI Learns Without Examples