I will do real time object detection, tracking and video analytics using yolo

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s_burhan_ahmed
S
s_burhan_ahmed
Burhan Ahmed
do real time object detection, tracking and video analytics using yolo
do real time object detection, tracking and video analytics using yolo
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do real time object detection, tracking and video analytics using yolodo real time object detection, tracking and video analytics using yolodo real time object detection, tracking and video analytics using yolodo real time object detection, tracking and video analytics using yolo

About this gig

I design and build real-time computer vision systems object detection, multi-object tracking, and visual search using YOLO, OpenCV, and modern detection architectures.

Recent work:

InsightVision offline AI surveillance platform combining zero-shot detection (Grounding DINO), segmentation (SAM3), and Kalman-filter tracking (BoT-SORT), running real-time on a single GPU.

Real-Time Fall Detection published paper (IEEE ICIC 2025), YOLOv11-based elderly safety monitoring.

CelebVision YOLOv11 + EfficientNetV2 pipeline, 1st place in a Computer Vision Kaggle competition.

What I can build for you:

Custom object detection models (fine-tuned YOLO or zero-shot, your classes)

Multi-object tracking across video feeds (ID-consistent, not just per-frame)

Real-time inference pipelines wrapped as an API (FastAPI)

Video analytics: counting, zone alerts, activity logging

Stack: Python, PyTorch, OpenCV, FastAPI. Clean, documented code you're not locked into me for every future tweak.

Message me with your dataset/use case before ordering so I can confirm scope and timeline.

  • Model expertise

    • Custom model development
    • Fine-tuning models
    • Generative AI
    • Recommendation systems

  • Industry

    • Cyber security
    • Data analytics
    • Transportation & automotive

  • Programming language

    • JavaScript
    • Python
    • PyTorch
    • Tensorflow
    • Keras

  • Language

    • English
    • Urdu

  • Technical expertise

    • Machine learning (Supervised, Unsupervised, Reinforcement)
    • Deep learning (Neural networks, GANs)
    • Computer Vision (Object detection, Image recognition)

Get to know Burhan Ahmed

Burhan Ahmed

Computer Vision and AI Engineer

  • FromPakistan
  • Member sinceSep 2026
  • Avg. response time1 hour

  • Languages

    English
I build production-ready AI systems like computer vision pipelines, conversational agents, and ML-powered automation for businesses that need working software, not prototypes. My computer vision work is IEEE-published (ICIC 2025, real-time fall detection, 95% accuracy, 25 FPS) and spans detection, tracking, and vision-language models. At OptimusFox I cut a production recommendation system's latency from ~5 seconds to under 100ms and built a natural-language agent handling real booking traffic. I design with production constraints in mind like latency & reliability, not just benchmark accuracy.

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