I will build computer vision solutions with detection, tracking, and analytics

P
prottoydev
P
prottoydev
Prottoy Dev

About this gig

I develop real-time Computer Vision systems using YOLOv8, ByteTrack, and OpenCV for detection, tracking, IN/OUT counting, and video-based heatmap analytics. If you need intelligent video analysis for CCTV, retail, warehouses, or security systems. What I can build for you:

YOLOv8 Object Detection

  • Real-time detection (people, vehicles, custom objects)
  • Custom-trained models (optional)
  • High accuracy + fast inference

Multi-Object Tracking (ByteTrack / DeepSORT)

  • Unique ID assignment
  • Smooth tracking across frames
  • Reliable results even in crowded scenes

IN/OUT Counting

  • Direction-aware line crossing logic
  • Green = IN, Red = OUT
  • Prevents duplicate counts
  • Total people summary on screen

Heatmap Generation

  • Movement trails
  • Density visualization
  • Final heatmap image
  • Heatmap video overlay

Video Analytics

  • Region/zone monitoring
  • Behavior analysis
  • Flow patterns
  • Traffic or workforce analytics


Get to know Prottoy Dev

Prottoy Dev

AI Developer Specialized in Computer Vision, RAG, Agent automation

5.0(6)
  • FromBangladesh
  • Member sinceJun 2020
  • Last delivery1 year
  • Languages

    Bengali, English
I’m an AI/ML Engineer specializing in Computer Vision and RAG-based AI systems that extract accurate answers from PDFs, websites, and datasets. I also build AI agents and automation workflows using FastAPI, Python, and n8n. Whether you need detection, counting, heatmaps, document Q&A, or intelligent automation—I deliver clean, production-ready solutions.

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