You will get Data Annotation Semantic & Instance Segmentation Annotation for AI/ML
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🧠 Data Annotation Semantic Segmentation & Instance Segmentation Annotation Expert for AI/ML Models
I provide pixel-accurate annotations to train high-performance models in ML computer vision. Whether you need semantic segmentation for class-level masks or instance segmentation Masks for object-wise labeling, I deliver production-quality datasets tailored to your model’s needs with precise boundaries.
💡 What I Offer:
✔ Semantic Segmentation Masks – Class-based pixel labeling
✔ Instance Segmentation Masks – Object-level mask Labeling
✔ Binary Masks – Foreground vs background annotation
✔ Polygon Masks – Accurate edge tracing
✔ Mask R-CNN & U-Net Compatible Formats
🛠 Annotation Tools: CVAT, Label Studio, Supervisely, V7, Roboflow, LabelMe
📁 Export Formats: PNG masks, COCO JSON, YOLOv8, Pascal VOC, TFRecords
🌍 Industries:
• Medical Imaging – Tumor & organ segmentation Masks
• Agriculture – Crop & field segmentation Masks
• Autonomous Vehicles – Road, lane & obstacle masks
#SemanticSegmentation #InstanceSegmentation #BinaryMasks #PolygonAnnotation #ImageAnnotation #DataAnnotation #MaskRCNN #UNet #ComputerVision #CVAT #DataLabeling #AITrainingData #AnnotationExpert
I provide pixel-accurate annotations to train high-performance models in ML computer vision. Whether you need semantic segmentation for class-level masks or instance segmentation Masks for object-wise labeling, I deliver production-quality datasets tailored to your model’s needs with precise boundaries.
💡 What I Offer:
✔ Semantic Segmentation Masks – Class-based pixel labeling
✔ Instance Segmentation Masks – Object-level mask Labeling
✔ Binary Masks – Foreground vs background annotation
✔ Polygon Masks – Accurate edge tracing
✔ Mask R-CNN & U-Net Compatible Formats
🛠 Annotation Tools: CVAT, Label Studio, Supervisely, V7, Roboflow, LabelMe
📁 Export Formats: PNG masks, COCO JSON, YOLOv8, Pascal VOC, TFRecords
🌍 Industries:
• Medical Imaging – Tumor & organ segmentation Masks
• Agriculture – Crop & field segmentation Masks
• Autonomous Vehicles – Road, lane & obstacle masks
#SemanticSegmentation #InstanceSegmentation #BinaryMasks #PolygonAnnotation #ImageAnnotation #DataAnnotation #MaskRCNN #UNet #ComputerVision #CVAT #DataLabeling #AITrainingData #AnnotationExpert
Data Tool
PythonWhat's included
| Service Tiers |
Starter
$30
|
Standard
$60
|
Advanced
$100
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 3 days |
Number of Revisions | 0 | 0 | 0 |
Frequently asked questions
9 reviews
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LR
Lucas R.
Feb 27, 2026
Expert AI Image Annotation & Data Labeling Specialist (CVAT)
Arif delivered excellent work on our AI image annotation project. His annotations were accurate, consistent, and followed all guidelines precisely. Communication was clear and timely, and he met deadlines without any issues.
Highly professional and detail-oriented — I strongly recommend him to anyone needing high-quality image annotation services. I would gladly work with him again.
Highly professional and detail-oriented — I strongly recommend him to anyone needing high-quality image annotation services. I would gladly work with him again.
MH
Muhammad H.
Feb 15, 2026
Computer Vision Data Annotation Specialist (Retail Image Datasets)
Great experience working with this Computer Vision Data Annotation Specialist. He delivered highly accurate and consistent image annotations using Roboflow, with great attention to detail and a strong understanding of computer vision requirements.
He followed guidelines perfectly, maintained high-quality dataset standards, and required minimal revisions. Communication was professional and timely throughout.
Highly recommended, and I would gladly work with him again!
He followed guidelines perfectly, maintained high-quality dataset standards, and required minimal revisions. Communication was professional and timely throughout.
Highly recommended, and I would gladly work with him again!
AA
Ahmed A.
Oct 11, 2025
Image Annotation Specialist for Hardhat Detection (Construction Site Dataset)
Arif delivered great work, exceeding expectations with their expertise and professionalism in the annotation job. He completed the job of annotating construction site images on time with high quality. I highly recommend them and would gladly work with them again!
GV
Gladys Pangalinon V.
Oct 1, 2025
AI Data Annotator & Image Labeling Specialist
It was a pleasure working with him! His precision in AI Data Annotation & Image Labeling was outstanding.
Highly recommended for any complex annotation task!
Highly recommended for any complex annotation task!
FC
Feng Lin C.
Sep 23, 2025
Medical Imaging Annotation Specialist (Polygons / Tumor Segmentation)
Arif delivered excellent work on our medical imaging annotation project. His precision in polygon-based tumor segmentation and good understanding of medical imaging tools like CVAT ensured outstanding accuracy. A true professional with remarkable attention to detail—highly recommended for any complex annotation task!
About Arif
Data Labeling & Image Annotation Specialist for Segmentation AI/ML/CV
100%
Job Success
Lodhran, Pakistan - 8:05 pm local time
Are you developing a 𝘾𝙤𝙢𝙥𝙪𝙩𝙚𝙧 𝙑𝙞𝙨𝙞𝙤𝙣, 𝘼𝙄, 𝙤𝙧 𝙈𝙖𝙘𝙝𝙞𝙣𝙚 𝙇𝙚𝙖𝙧𝙣𝙞𝙣𝙜 𝙢𝙤𝙙𝙚𝙡 𝙖𝙣𝙙 𝙣𝙚𝙚𝙙 𝙝𝙞𝙜𝙝-𝙦𝙪𝙖𝙡𝙞𝙩𝙮, 𝙨𝙘𝙖𝙡𝙖𝙗𝙡𝙚, 𝙖𝙣𝙙 𝙥𝙞𝙭𝙚𝙡-𝙖𝙘𝙘𝙪𝙧𝙖𝙩𝙚 𝙙𝙖𝙩𝙖 𝙖𝙣𝙣𝙤𝙩𝙖𝙩𝙞𝙤𝙣𝙨? I specialise in delivering production-ready annotations that train high-performance models for real-world applications like machine learning, computer vision, object detection, Object Tracking, Pose Estimation, semantic segmentation, Image Recognition, and Facial Recognition. I provide manual, precise, and model-aligned annotations for your AI workflows, using the latest tools and formats tailored to your project requirements.
💡 My Core Annotation Services Include:
💠 Object Detection & Localization
• Bounding Boxes (Single-Class & Multi-Class Annotations)
• YOLO, COCO JSON, Pascal VOC XML Formats
🎯 Semantic Segmentation & Instance Segmentation
• Pixel-Perfect Mask Annotations
• Binary Masks, Polygon Masks, Mask R-CNN
• Tools: CVAT, Supervisely, Label Studio, V7, LabelMe
🧍♂️ Pose Estimation & Keypoint Annotation
• Full Body, Face, Hand Landmark Labelling
• Ideal for Sports, Gesture Recognition, and Medical AI
🎥 Video Annotation & Object Tracking (MOT)
• Frame-by-Frame Tracking with ID Consistency
• Suitable for Autonomous Driving, Surveillance, Sports AI
🛣️ Polygon & Polyline Annotation
• Detailed Lane, Road, and Infrastructure Mapping
• Perfect for Aerial Imagery, Urban Planning, GIS Datasets
🏷️ Image Tagging & Scene Classification
• Multi-label Classification & Object Presence Detection
• Scene-Level Labeling for NLP/CV Fusion
🌐 2D/3D Point Cloud Annotation
• LiDAR Annotation (Cuboids, Segmentation, Keypoints)
• For ADAS, Robotics, and Sensor Fusion Systems
🛠️ Tools & Platforms I Work With:
• CVAT, Label Studio, Labelbox, V7 Darwin, Supervisely, Roboflow, Makesense.ai, LabelImg, VIA, and more.
I support output formats like YOLOv5/v8, COCO, Pascal VOC, TensorFlow TFRecords, and custom schemas.
🚀 Industries & Use Cases I Serve:
🚗 Autonomous Vehicles – Lane, pedestrian, and vehicle tracking
🏥 Healthcare – Tumor detection, organ segmentation, keypoints
🛒 Retail – Product detection, shelf monitoring, barcode labeling
🌾 Agriculture – Crop segmentation, livestock tracking
🛰️ Aerial & Satellite Imagery – Road/path detection, land classification
🎥 Security & Surveillance – Motion tracking, crowd analysis
💼 Why Hire Me?
✅ 100% Manual Annotation – No automation shortcuts
✅ Detail-Oriented & Consistent Labeling for Large Datasets
✅ Experience in Model Training Pipelines – I label with ML objectives in mind
✅ Long-Term Collaboration Friendly
Data Annotation Specialist, Bounding Box YOLO Labeling, Image & Video Labeling Services, Semantic Segmentation Expert, Polygon & Polyline Annotation, Pose Estimation & Landmark Labeling, Annotation for Machine Learning Models, AI Training Dataset Preparation
📩 𝘓𝘦𝘵’𝘴 𝘋𝘪𝘴𝘤𝘶𝘴𝘴 𝘠𝘰𝘶𝘳 𝘈𝘯𝘯𝘰𝘵𝘢𝘵𝘪𝘰𝘯 𝘗𝘳𝘰𝘫𝘦𝘤𝘵!
Whether you need fast image labeling or complex video segmentation, I’m ready to support your computer vision journey with high-quality annotated data.
#DataAnnotation #ImageLabeling #ImageAnnotation #ObjectDetection #SemanticSegmentation #InstanceSegmentation #PoseEstimation #VideoAnnotation #KeypointAnnotation #BoundingBox #YOLOAnnotation #YOLO #COCOFormat #CVAT #LabelStudio #Roboflow #MachineLearningData #AITrainingData #3DPointCloudAnnotation #PolygonAnnotation #PolylineAnnotation #AnnotationExpert #ComputerVisionAnnotation
Steps for completing your project
After purchasing the project, send requirements so Arif can start the project.
Delivery time starts when Arif receives requirements from you.
Arif works on your project following the steps below.
Revisions may occur after the delivery date.
Project Steps
I will review your guidelines, create a sample annotation for approval, then manually label your full dataset using the required format. Final delivery will include QA-checked, consistent annotations with revisions if needed.