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Muhammad Mumtaz on Muck Rack

Muhammad Mumtaz

Islamabad
As seen in: Medium, Nature, Wiley Online Library, Frontiers, MDPI, Dawn, ProQuest, The Express Tribune, Kompasiana, Kumparan and
Assist Prof (TTS) at Fatima Jinnah Women University, Pakistan. Research: Climate Policies, Climate Adaptive Governance at /Local Level & Urban Resilience
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Articles

LogoXpertNet: a novel lightweight logo classification using deep learning

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By Muhammad Mumtaz, Mohd Khalid Awang, Muhammad Saeed, Shafiq Hussain, Yassine Daadaa, Dhouha Ben Noureddine
| Nature Verified
Abstract Logo classification is crucial in various applications, including brand monitoring, copyright protection, and digital forensics. Traditional computer vision techniques face significant limitations, particularly in handling scale variations, occlusions, and background clutter. While deep learning models, particularly convolutional neural networks (CNNs), offer superior solutions, they often come with high computational costs, posing challenges for real-time deployment.
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FBR’s ‘revolution’: future of Pakistan’s economic sovereignty

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By Muhammad Mumtaz
| Business Recorder Verified
In the ever-altering theatre of the modern world, where nations’ sovereignties are increasingly linked with algorithms and the market-momentum outline any given country’s might, there lies an unassailable truth: a nation’s financial security and its territorial security are not distant cousins; they are twins, born of the same national resolve and sustained by the same patriotic discipline. Economic strength is no longer merely a means to prosperity; it is the very grammar of sovereignty.
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The Psychology of Learning from Machines: Anthropomorphic AI and the Paradox of Automation in Education

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By Muhammad Mumtaz
| arXiv
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
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