Raj Gupta

Blog by Raj Gupta

Pose Estimation: The Hidden Challenges Behind Human Understanding

Pose estimation goes beyond detecting keypoints. Real-world challenges like clothing variation, occlusion, lighting, motion blur, camera angles, and unseen postures create localization errors. Robust AI needs diverse data, biomechanics, and adaptive learning.

26.05.26 04:02 AM - Comment(s)

The 3 P’s That Quietly Kill Your Marketing — And How Consistency, Strategy, and Values Fix Them

By Raj Gupta

Marketing feels ineffective when we see problems as permanent, pervasive, or personal. These beliefs break consistency. When marketing is driven by clear strategy, steady consistency, and strong values, confusion fades—and marketing starts to work.

06.02.26 04:53 AM - Comment(s)

Contextual Learning in Computer Vision for Detecting Small Objects

By Raj Gupta

Contextual learning in computer vision enables reliable detection of small objects by understanding scene structure, spatial relationships, and behavior patterns. When pixels fail, context guides accurate detection and decision-making.

29.01.26 03:54 AM - Comment(s)

AI Can Create Images. Humans Build Visuals That Drive Growth

By Raj Gupta

Learn how Human-in-the-Loop AI turns image creation into credible business visuals that build trust, improve marketing clarity, and drive real business growth.

08.01.26 06:37 AM - Comment(s)

The Role of Comparative Visuals in Reducing Cognitive Load in Marketing

By Raj Gupta

Abstract

Modern marketing operates in an environment of information overload, shrinking attention spans, and rising buyer skepticism. Traditional text-heavy explanations often increase cognitive effort rather than reduce it, leading to disengagement and delayed decisions. This blog presents a resear...

06.01.26 05:54 AM - Comment(s)

Raj Gupta

Raj Gupta

Blog by Raj Gupta

Pose Estimation: The Hidden Challenges Behind Human Understanding

The 3 P’s That Quietly Kill Your Marketing — And How Consistency, Strategy, and Values Fix Them

Contextual Learning in Computer Vision for Detecting Small Objects

AI Can Create Images. Humans Build Visuals That Drive Growth

The Role of Comparative Visuals in Reducing Cognitive Load in Marketing

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