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Building something cool in computer vision 🚀
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Building something cool in computer vision 🚀

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@ultralytics

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RizwanMunawar/README.md

Muhammad Rizwan Munawar

Computer vision engineer | Ultralytics YOLO | Open source contributor | Technical writer & marketer

  • As a top contributor to Ultralytics YOLO, I develop real-time AI systems for object detection, segmentation, tracking, and pose estimation. I created Ultralytics Solutions, built to solve real-world computer vision challenges across sectors. My work spans AI system design, model optimization, and scalable deployment, powering applications from smart surveillance to industrial automation.

  • With 47 K+ LinkedIn followers and 15 M+ impressions in the past year, I share open-source tools, technical tutorials, and research-driven insights to make Vision AI accessible for developers, startups, and enterprises.

Vision AI Showcase by Muhammad Rizwan YOLO Developer and Vision AI Engineer

GitHub Contribution Streak by RizwanMunawar

Open source highlights

VisionAI Contributor Ultralytics Contributor

Project Description GitHub Stars
YOLOv8 Object Tracking Real-time object tracking using YOLOv8 with bounding boxes View Repository Stars
YOLOv7 Tracker YOLOv7 tracking pipeline for computer vision tasks Explore on GitHub Stars
YOLOv5 Blur + Dashboard Privacy-preserving object detection with blur & web dashboard Check Project Stars
YOLOv7 Segmentation Instance segmentation with YOLOv7 for visual intelligence Visit Repo Stars
YOLOv7 Pose Estimation Deep learning-based human pose recognition using YOLO Access Project Stars

Featured articles & tutorials

Click to expand
Title Link Date
YOLO11 Object Detection & Segmentation Read on Medium Date
YOLO11 Real-Time Tracking in TrackZone Read Date
Smart Parking with YOLO11 Read Date
Workout Monitoring using YOLO11 Read Date
Monetizing Vision AI Projects Read Date
Top Resources to Learn CV in 2023 Read Date
Roadmap for Vision AI Careers Read Date

Research & community contributions

Title Link Date
Pallet Racking Inspections (MDPI) Read Paper Date
Diabetic Retinopathy – Exudate Detection (IEEE) Read Paper Date
Rice Leaf Defect Detection (MDPI) Read Paper Date
Comparative Study of YOLO Models Read Study Date
Explainable AI for Drug Sensitivity (IEEE) Read Paper Date
Training YOLOv8 on Custom Data Read Guide Date
Speed Up Annotation Process Read Tutorial Date
Becoming a CV Engineer – Ultralytics Blog Read Feature Date

Social stats & let’s connect

Medium logo for Muhammad Rizwan Munawar    Stack Overflow logo for Muhammad Rizwan Munawar    NVIDIA Developer logo for Muhammad Rizwan Munawar    Google Scholar logo for Muhammad Rizwan Munawar    X (Twitter) logo for Muhammad Rizwan Munawar    Discord (Ultralytics Community) logo for Muhammad Rizwan Munawar    LinkedIn logo for Muhammad Rizwan Munawar

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  1. ultralytics/notebooks Public

    Ultralytics Notebooks 🚀

    Jupyter Notebook 72 15

  2. ultralytics/ultralytics Public

    Ultralytics YOLO11 🚀

    Python 40k 7.8k

  3. yolov7-object-tracking Public

    YOLOv7 Object Tracking Using PyTorch, OpenCV and Sort Tracking

    Python 601 175

  4. yolov7-segmentation Public

    YOLOv7 Instance Segmentation using OpenCV and PyTorch

    Python 327 78

  5. yolov8-object-tracking Public

    YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

    Python 320 61

  6. visionusecases Public

    Explore computer vision use cases and projects across various industries, including retail, transportation, medical imaging, manufacturing, agriculture, wildlife, and more, leveraging state-of-the-…

    8 1