You will get Instance Segmentation Annotation for AI Retail & Vision Models


Project details
I provide professional instance segmentation annotation for computer vision and retail AI projects. My service helps companies build high quality instance segmentation datasets for machine learning model training.
I specialize in instance segmentation, image annotation, and bounding object labeling for retail AI and autonomous vision startups.
Every dataset is prepared with accuracy, consistency, and strict quality control. I focus on producing clean AI training data that supports reliable computer vision model performance.
If you need instance segmentation annotation for product recognition, scene understanding, or object detection pipelines, I can help prepare structured datasets for your project.
My goal is to deliver reliable instance segmentation annotation that improves model learning quality, reduces training noise, and supports production-ready AI systems.
I specialize in instance segmentation, image annotation, and bounding object labeling for retail AI and autonomous vision startups.
Every dataset is prepared with accuracy, consistency, and strict quality control. I focus on producing clean AI training data that supports reliable computer vision model performance.
If you need instance segmentation annotation for product recognition, scene understanding, or object detection pipelines, I can help prepare structured datasets for your project.
My goal is to deliver reliable instance segmentation annotation that improves model learning quality, reduces training noise, and supports production-ready AI systems.
Machine Learning Tools
Amazon SageMaker, Apache MXNet, Apache Spark MLlib, Caffe, OpenCV, PyTorch, TensorFlowWhat's included
| Service Tiers |
Starter
$50
|
Standard
$200
|
Advanced
$800
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 14 days |
Number of Revisions | 0 | 0 | 0 |
Model Validation/Testing | - | - | - |
Model Documentation | - | - | - |
Data Source Connectivity | - | - | - |
Source Code | - | - | - |
Frequently asked questions
4 reviews
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AO
Abdullah O.
May 18, 2026
Image Annotation Specialist Needed for AI Training Project
Very professional and detail-oriented. He completed the image annotation task quickly and with good accuracy. Easy to communicate with and reliable throughout the project. Would hire again
HA
Hammed A.
May 18, 2026
E-Commerce Product Image Annotation Specialist Needed
Great freelancer to work with. The image annotations were accurate, clean, and delivered on time. Communication was easy, and he followed instructions very well. Highly recommended for image annotation projects.
AO
Adebanjo O.
Oct 19, 2025
Gohighlevel Funnel and Landing Page Specialist Needed
I run a local plumbing company and needed a professional GoHighLevel landing page that could actually convert visitors into booked calls. I hired Akin, and I couldn’t be happier with the results!
From the start, he understood exactly what a plumbing business needs — clear service sections, strong call-to-actions, and an easy way for customers to request a quote or emergency service. He built a clean, mobile-friendly page that looks great and loads fast.
From the start, he understood exactly what a plumbing business needs — clear service sections, strong call-to-actions, and an easy way for customers to request a quote or emergency service. He built a clean, mobile-friendly page that looks great and loads fast.
FA
Folawe A.
Oct 10, 2025
Gohighlevel Funnel Creation Specialist
Working with Akin was an excellent experience from start to finish. He’s a true GoHighLevel expert who knows exactly how to build, design, and optimize websites that convert. He handled everything — from setting up automations and funnels to fine-tuning the design — with professionalism and attention to detail.
Communication was smooth throughout the project, and Akin went above and beyond to make sure every part of the setup worked perfectly. The final result exceeded my expectations both visually and functionally.
If you’re looking for a reliable, skilled GoHighLevel specialist, Akin is definitely the one to work with. I’ll be hiring him again for future projects!
Communication was smooth throughout the project, and Akin went above and beyond to make sure every part of the setup worked perfectly. The final result exceeded my expectations both visually and functionally.
If you’re looking for a reliable, skilled GoHighLevel specialist, Akin is definitely the one to work with. I’ll be hiring him again for future projects!
About Akinjobi
E-commerce Product Image Annotation | Bounding Box Detection
100%
Job Success
Ilaro, Nigeria - 4:45 pm local time
I specialize in e-commerce product image annotation and bounding box detection for machine learning and AI training projects. My focus is helping businesses prepare reliable data annotation and data labeling datasets that improve model learning performance and prediction stability.
High-quality image annotation plays a major role in computer vision system success. Better AI training data can improve model detection reliability by up to 20–30% in many visual recognition tasks. That is why I prioritize precision, consistency, and quality annotation review across every project.
I help businesses build structured machine learning dataset resources for product recognition, retail automation, and visual search systems. My workflow supports product dataset labeling, image classification, and image segmentation for computer vision annotation pipelines.
✅ What I Offer
🔹 E-commerce product image annotation
🔹 Bounding box detection labeling
🔹 Product dataset preparation for computer vision AI models
🔹 Retail product annotation
🔹 Visual object localization
🔹 Training data preparation
🔹 Quality annotation review
🔹 Human-in-the-loop annotation validation
🔹 AI model training support
I focus on shopping product AI training data creation, making sure objects in images are properly tagged using accurate bounding box labeling for product images. Reliable product dataset labeling helps improve object detection accuracy in AI systems.
🧠 Platforms & Tools I Use
🟢 Upwork collaboration workspace
🟢 CVAT annotation tool
🟢 Labelbox
🟢 Supervisely
🟢 Roboflow dataset pipeline
🟢 Python-based dataset formatting (when required)
🎯 Why Clients Work With Me
✔ High accuracy data annotation for AI training projects
✔ Consistent labeling for large dataset batches
✔ Detailed visual dataset preparation quality checks
✔ Clean and structured machine learning dataset delivery
✔ Fast turnaround without sacrificing annotation precision
Businesses building computer vision systems need reliable e-commerce product bounding box annotation for AI and product image annotation workflows. I help reduce dataset noise and improve model learning efficiency through careful labeling.
If you are developing a retail AI system, object detection model, or visual recognition project that requires professional product dataset labeling or image annotation, I am here to help.
Send me a message if you need support with computer vision annotation, AI training data, or machine learning dataset preparation. Let’s build high-quality visual datasets for your AI project
Steps for completing your project
After purchasing the project, send requirements so Akinjobi can start the project.
Delivery time starts when Akinjobi receives requirements from you.
Akinjobi works on your project following the steps below.
Revisions may occur after the delivery date.
Dataset review and requirement analysis
Carefully examine the dataset, understand project goals, object classes, annotation rules, and quality requirements before starting the labeling process.
Image preparation for annotation
Organize and verify all images, ensure correct formats, remove corrupted files, and prepare the dataset for efficient and consistent annotation.