You will get a fantastic Ai powered system for real time detection and tracking
Project details
Unlock the power of advanced computer vision with a robust, real-time detection and tracking solution designed for high-performance AI applications. I offer end-to-end development of intelligent systems that can accurately detect, track, and analyze objects in live video streams or recorded footage tailored for a wide range of real-world scenarios.
What This Service Covers:
• Real-time object detection using state-of-the-art deep learning models (e.g., YOLOv8)
• Multi-object tracking with high accuracy and stability
• Custom object classes based on your specific use case
• Optimized performance for real-time deployment (CPU/GPU)
• Integration with cameras, CCTV systems, drones, or custom hardware
Use Cases Include:
• Smart surveillance & security systems
• Autonomous vehicles & drone navigation
• Retail analytics (customer tracking, shoplifting detection)
• Industrial monitoring & automation
• Sports analytics & player tracking
• AI-powered healthcare monitoring
Deliverables:
• Fully functional detection & tracking system
• Source code (Python / OpenCV / PyTorch)
• Model training (if required)
• Testing and performance validation
• Setup guidance and support
What This Service Covers:
• Real-time object detection using state-of-the-art deep learning models (e.g., YOLOv8)
• Multi-object tracking with high accuracy and stability
• Custom object classes based on your specific use case
• Optimized performance for real-time deployment (CPU/GPU)
• Integration with cameras, CCTV systems, drones, or custom hardware
Use Cases Include:
• Smart surveillance & security systems
• Autonomous vehicles & drone navigation
• Retail analytics (customer tracking, shoplifting detection)
• Industrial monitoring & automation
• Sports analytics & player tracking
• AI-powered healthcare monitoring
Deliverables:
• Fully functional detection & tracking system
• Source code (Python / OpenCV / PyTorch)
• Model training (if required)
• Testing and performance validation
• Setup guidance and support
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation System, Software MaintenanceAI Tools
Amazon SageMaker, Azure Machine Learning, Keras, MATLAB, MLflow, NVIDIA AI Platform, OpenCV, PyBrain, PyTorch, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$200
|
Standard
$500
|
Advanced
$1,500
|
|---|---|---|---|
| Delivery Time | 7 days | 15 days | 20 days |
Number of Revisions | 10 | 10 | 10 |
AI Model Integration | - | ||
Detailed Code Comments | |||
Knowledge Graph | - | ||
Model Documentation | |||
Ontology | - | ||
Source Code | |||
Taxonomy | - |
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JR
Joshua R.
Apr 24, 2026
Computer Vision Object Detection
AVOID them. Beware. You can provide clear job description and he will act like it isn't part of the job. I hired him mainly to detect playing cards. The code provided only detects some cards. He claims that it is out of scope of job to provide accurate card detection, which requires training in setting of cards, as he trained without the setting, and he claims fine tuning for accurate card detection and fixing color detection is not part of the job. Clearly it is part of the job because if cards are not detected, then job is not complete.
STAY AWAY.
They wouldn't continue the job until I paid them. So, I paid them. They then refused to finish the job.
I am now with codes that are basically useless to me and about $220 USD gone and plenty of hours and about 2 months of wait time.
Even the job said to integrate the CV code into the existing provided game mechanics code. They claimed that isn't part of the job.
So, be warned. They choose to determine what the job is. That's not how freelancing works.
STAY AWAY.
They wouldn't continue the job until I paid them. So, I paid them. They then refused to finish the job.
I am now with codes that are basically useless to me and about $220 USD gone and plenty of hours and about 2 months of wait time.
Even the job said to integrate the CV code into the existing provided game mechanics code. They claimed that isn't part of the job.
So, be warned. They choose to determine what the job is. That's not how freelancing works.
About Muhammad
Computer Vision Engineer | YOLO, Object Detection & Tracking | Edge AI
Khanewal, Pakistan - 11:35 pm local time
What I do:
I handle the full pipeline, dataset prep, model training, optimization, and real-time deployment for object detection, tracking, segmentation, pose estimation, OCR, and video analytics. I specialize in deploying these models on edge devices (NVIDIA Jetson, embedded ARM systems) and optimizing them for low-latency, high-FPS inference using TensorRT, ONNX, and CUDA.
Tech stack:
Python, C++, OpenCV, PyTorch, TensorFlow, YOLOv5/v8/v11, Ultralytics, ONNX Runtime, TensorRT, CUDA, NVIDIA DeepStream, FastAPI/Flask
Recent use cases:
CCTV surveillance & video analytics, industrial/manufacturing inspection, ANPR & license plate recognition, retail analytics, traffic & smart parking systems, drone vision, sports analytics
Where I deploy: Jetson Nano/Xavier/Orin, Raspberry Pi, embedded edge devices, Linux servers, cloud GPU infrastructure
If you're scaling a CV product, optimizing a YOLO pipeline, or need a model that actually performs outside the lab, let's talk about your project.
Steps for completing your project
After purchasing the project, send requirements so Muhammad can start the project.
Delivery time starts when Muhammad receives requirements from you.
Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
Recieve dataset from client, if he has some
Dataset from client will be required for fine-tuning the model on their environment but if not available, then I can have it from open-sources