Muhammad Rizwan Munawar – Medium

Muhammad Rizwan Munawar

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Muhammad Rizwan Munawar

Importance of Computer Vision in Retail ✨

In the dynamic landscape of retail, the integration of computer vision technology is reshaping traditional paradigms, ushering in a new era…

3 min readDec 3, 2023

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Importance of Computer Vision in Retail ✨

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Muhammad Rizwan Munawar

Ultralytics YOLOv8 Object Trackers (BotSort vs ByteTrack) Comparison

The field of computer vision is swiftly progressing, impacting not just real-world challenges but also influencing advancements in other…

5 min readNov 11, 2023

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Ultralytics YOLOv8 Object Trackers (BotSort vs ByteTrack) Comparison

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Muhammad Rizwan Munawar

My 🖐️Computer Vision Hobby Projects that Yielded Earnings?

Computer Vision has been undergoing rapid advancements in the market, increasingly automating tasks previously done manually. This trend…

5 min readSep 10, 2023

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My 🖐️Computer Vision Hobby Projects that Yielded Earnings?

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Muhammad Rizwan Munawar

FAQs on YOLOv5 and YOLOv7 🙂

YOLO (v7 and v5) both are state of art object detection algorithms. Both (YOLOv5 and YOLOv7) have been written in the PyTorch framework…

4 min readDec 4, 2022

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FAQs on YOLOv5 and YOLOv7 🙂

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Muhammad Rizwan Munawar

Best Resources to Learn Computer Vision?

Computer Vision, a subfield of Artificial Intelligence, has gained tremendous momentum in recent years, powering various applications like…

4 min readJul 30, 2023

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Best Resources to Learn Computer Vision?

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Muhammad Rizwan Munawar

Understanding Object Counting and the Significance of Computer Vision

In the realm of computer vision, one of the fundamental tasks that captivates researchers and practitioners alike is object counting. This…

3 min readJan 12, 2024

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Understanding Object Counting and the Significance of Computer Vision

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Muhammad Rizwan Munawar

Ultralytics YOLOv8 Vital Features🤔You Should Know!

The field of computer vision is experiencing rapid growth, and one of the most significant techniques within it is Object Detection. Every…

4 min readOct 7, 2023

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Ultralytics YOLOv8 Vital Features🤔You Should Know!

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Muhammad Rizwan Munawar

Beyond YOLO: Thriving in Computer Vision Market

Nowadays, there is a rapid release cycle for new versions of YOLO (You Only Look Once) with each iteration outperforming its predecessors…

4 min readJun 18, 2023

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Beyond YOLO: Thriving in Computer Vision Market

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Muhammad Rizwan Munawar

The Rapidly Growing Market for Computer Vision Technology

Computer vision technology is a field of artificial intelligence that involves training computers to interpret and understand visual data…

5 min readMay 14, 2023

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The Rapidly Growing Market for Computer Vision Technology

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Muhammad Rizwan Munawar

Object Detection in Low-Light Conditions: Analysis of Algorithms

Object detection is a fundamental task in computer vision that involves detecting and localizing objects in an image or video. However…

5 min readApr 4, 2023

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Object Detection in Low-Light Conditions: Analysis of Algorithms

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Muhammad Rizwan Munawar

Muhammad Rizwan Munawar

Passionate Computer Vision Engineer | Solving Real-World Challenges🔎| Python | Published Research | Open Source Contributor | GitHub 🌟 | Top Rated Upwork 💪

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