You will get Data Annotation, Segmentation, Polygon, Bounding boxes

4.2

Let a pro handle the details

Buy Other AI & Machine Learning services from Rizwan, priced and ready to go.
4.2

Let a pro handle the details

Buy Other AI & Machine Learning services from Rizwan, priced and ready to go.

Project details

We are a team of dedicated and highly skilled freelancers with a wealth of knowledge and extensive experience in image annotation and segmentation.
We are known for our meticulous attention to detail and unwavering commitment to accuracy. When you entrust your image annotation needs to us, you can expect nothing but top-quality results.

We can provide you with high-quality professional annotating and labeling services such as:
• Data and image annotation
• Segmentation
• Polygons masks
• Bounding boxes
• Image classification and segmentation
• Object labeling/tagging
• Key Points

We have annotated thousands of images using a variety of online and offline image labelling and annotation platforms, including:
• Roboflow
• Labelimg
• VGG Annotator
• Labelme
• Labelbox.com
• Label Studio
• Images Annotation Lab
• Client Specific Tool

Data Output Formats :
• XML (Pascal Voc) (labeimg)
• JSON (labelme)
• TXT (YOLO)
• COCO
• CSV
• Segmentation mask

Why Choose Us ? :
• Best-Quality work
• Affordable Price
• Free unlimited revisions if needed
• On-time delivery
• Easy communication
• Data privacy
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation System, Software Maintenance
AI Tools
Azure Machine Learning, MLflow, NVIDIA AI Platform, OpenCV, PyTorch, TensorFlow
AI Development Language
Python
What's included
Service Tiers Starter
$50
Standard
$100
Advanced
$200
Delivery Time 2 days 4 days 7 days
AI Model Integration
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Detailed Code Comments
Knowledge Graph
-
-
Model Documentation
Ontology
-
-
Source Code
Taxonomy
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Frequently asked questions

4.2
5 reviews
80% Complete
1% Complete
(0)
1% Complete
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1% Complete
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20% Complete

MD

Matthew D.
5.00
Apr 14, 2026
AI Developer for Wildlife Image Analysis (Detection, Classification, Matching) Great Perfessional freelancer. Will work again together for future projects, Rizwan has exceeded my expectations and I have worked with many freelances on Upwork, I can safely say he is one of the best.

AK

Anthony K.
1.00
Oct 12, 2025
Facial Recognition Nice guy and started well. However, it has been four months, and it's still incomplete and not functioning.
The bare minimum was done in some parts, other parts weren't done, or didn't follow the instructions provided (for example, using different software than requested). We did request minor tweaks, but that wasn't done either.

Upwork automatically dispersed the payment - I wouldn't have approved it otherwise. He then became extremely unresponsive (despite promising otherwise) to me and the team, and 3rd party auditors trying to review his work. Kept saying he still needed to do parts but never did. I had to keep aggressively following up, asking for updates over a month since then, and only got a couple of messages saying he will answer. He said he'd refund me but still hasn't.

The documentation provided was extremely clear. What was meant to take 1.5 weeks took 4+ months and still not functioning. It held back the rest of the team and the entire app production... for 4 months. I know need to find someone else to do it and will have to pay more to rush it.

I'm reaching the end of the 1 month window Upwork offers to mediate (and I told him this) so I have no choice but to end the contract and leave a review reflecting my experience. I got upwork involved to mediate, ending the contract to try to find a resolution.

RA

Rania A.
5.00
Oct 29, 2024
Academic: Orange Data Mining Software Experience needed... Data Analysis and Applications

MS

Michael Kofi Seer S.
5.00
Oct 20, 2024
AI Development for Brain Cancer Detection Application

JM

Jirou M.
5.00
Jan 31, 2024
Data Annotation for Images Rizwan has been pretty helpful in his work. He is very reliable and he always works on time/deadline.
Rizwan M.Status: Offline

About Rizwan

Rizwan M.Status: Offline
Full Stack Machine Learning | Computer Vision Engineer| Edge AI | YOLO
100% Job Success
4.2  (5 reviews)
Gujranwala, Pakistan - 9:10 pm local time
I build real-time computer vision systems that actually work in production, helping businesses reduce costs, automate monitoring, and eliminate human error.

If you're dealing with missed defects, inaccurate counting, or unreliable surveillance systems, I can design and deploy AI-powered solutions that run efficiently on edge devices (Jetson, Raspberry Pi) or in the cloud.

WHAT I BUILD FOR YOU
✅ Object Detection & Multi-Object Tracking (YOLOv5, YOLOv8, ByteTrack, DeepSORT, BOTSort)
✅ Real-Time Video Analytics — people counting, crowd monitoring, heatmaps
✅ Industrial Inspection & Defect Detection (manufacturing QA automation)
✅ Smart Surveillance Systems — intrusion detection, zone monitoring, alerts
✅ OCR & Document AI — license plates, barcodes, form data extraction
✅ Face Recognition & Identity Verification Systems
✅ Custom Computer Vision Models — training, fine-tuning, evaluation

EDGE AI & DEPLOYMENT (MY CORE STRENGTH)
✅ NVIDIA Jetson (Nano, Orin), Raspberry Pi, Hailo deployment
✅ TensorRT, ONNX optimization (low latency, high FPS)
✅ OpenCV real-time pipelines & video processing
✅ FastAPI / REST APIs / Docker-based deployment
✅ Cloud + GPU inference APIs (AWS-ready systems)

I don’t just train models, I build complete, production-ready systems optimized for real-world constraints.

REAL-WORLD SOLUTIONS I’VE BUILT
✔️ Real-time fall detection system on NVIDIA Jetson
✔️ Industrial defect detection pipelines for manufacturing
✔️ Zone monitoring & object tracking systems
✔️ Optimized inference pipelines using TensorRT + ONNX

INDUSTRIES I WORK WITH
Retail Analytics | Industrial QA | Smart Security | Healthcare Imaging
Logistics & Warehousing | Agriculture | Smart Cities | Surveillance
Wild life and Geo images analysis

HOW I WORK
1. Understand your use case & define success metrics
2. Design system architecture (model + pipeline + deployment)
3. Build, optimize, and test with real-world data
4. Deliver scalable, production-ready solutions

WHY CLIENTS CHOOSE ME
✔️ Production-focused (not just demos)
✔️ High-performance systems (low latency, optimized FPS)
✔️ Clean, maintainable, scalable code
✔️ Clear communication & reliable delivery
✔️ Long-term support after deployment


If you need a computer vision engineer who understands both AI models and real-world deployment challenges, let’s talk.

📩 Message me with your use case, and I’ll suggest the best approach for your project.

Steps for completing your project

After purchasing the project, send requirements so Rizwan can start the project.

Delivery time starts when Rizwan receives requirements from you.

Rizwan works on your project following the steps below.

Revisions may occur after the delivery date.

I will first check the duplication and remove them

Review the work, release payment, and leave feedback to Rizwan.