You will get Image Annotation Semantic Segmentation & Recognition Dataset Annotation
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🎯 Image Annotation Semantic Segmentation & Recognition Dataset Annotation Expert
Need precise pixel-level annotations to train advanced computer vision ML models? I offer high-quality manual semantic and instance segmentation using binary masks, polygon masks, and pixel-perfect labeling. Whether it’s object separation, emotion detection, or facial expression labeling/classification.
💡 Services:
✔ Semantic Segmentation (Class-wise Pixel Masks)
✔ Instance Segmentation (Object-wise Masks)
✔ Binary Masks for Foreground-Background Separation
✔ Image Classification & Emotion Recognition Labeling
✔ Facial Expression & Sentiment Labeling
🛠 Tools I Use: CVAT, Label Studio, V7, Roboflow, LabelMe
📦 Formats: PNG Masks, COCO JSON, YOLOv8, Pascal VOC
🌐 Industries:
• Healthcare – Tumor/organ segmentation Annotation
• Retail – Product & shelf segmentation Annotation
• Facial AI – Expression/emotion labeling
• Agriculture – Crop & livestock masks
#SemanticSegmentation #InstanceSegmentation # ImageAnnotation #DataAnnotation #BinaryMasks #ImageRecognition #EmotionLabeling #CVAT #AITrainingData #ImageAnnotation #FacialRecognition #SceneClassification #AnnotationExpert #ComputerVisionData
Need precise pixel-level annotations to train advanced computer vision ML models? I offer high-quality manual semantic and instance segmentation using binary masks, polygon masks, and pixel-perfect labeling. Whether it’s object separation, emotion detection, or facial expression labeling/classification.
💡 Services:
✔ Semantic Segmentation (Class-wise Pixel Masks)
✔ Instance Segmentation (Object-wise Masks)
✔ Binary Masks for Foreground-Background Separation
✔ Image Classification & Emotion Recognition Labeling
✔ Facial Expression & Sentiment Labeling
🛠 Tools I Use: CVAT, Label Studio, V7, Roboflow, LabelMe
📦 Formats: PNG Masks, COCO JSON, YOLOv8, Pascal VOC
🌐 Industries:
• Healthcare – Tumor/organ segmentation Annotation
• Retail – Product & shelf segmentation Annotation
• Facial AI – Expression/emotion labeling
• Agriculture – Crop & livestock masks
#SemanticSegmentation #InstanceSegmentation # ImageAnnotation #DataAnnotation #BinaryMasks #ImageRecognition #EmotionLabeling #CVAT #AITrainingData #ImageAnnotation #FacialRecognition #SceneClassification #AnnotationExpert #ComputerVisionData
Data Entry Type
Copy Paste, Data Cleansing, Document Conversion, Word ProcessingData Entry Tool
Google Docs, Google Sheets, Microsoft Excel, Microsoft Office, Microsoft WordWhat's included
| Service Tiers |
Starter
$18
|
Standard
$36
|
Advanced
$42
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 2 days |
Number of Revisions | 1 | 2 | 3 |
Number of Hours of Work | 3 | 6 | 7 |
Formatting & Clean Up | - | - | - |
Graph & Table Creation | - | - | - |
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 - 12:07 pm local time
Looking for production-ready, high-quality training datasets to deploy your AI models faster? I help AI and computer vision teams build high-quality, production-ready training datasets through precise manual annotation. With hands-on experience across diverse industries and annotation types, I deliver consistent, model-aligned labels that improve training performance and reduce preprocessing overhead. I will help you create datasets for real-world applications such as machine learning, Medical Imaging, Healthcare, Medical Image Annotations, computer vision, object detection, Object Tracking, Pose Estimation, semantic segmentation, Image Recognition, and Facial Recognition. Medical Images annotations for MRI, CT Scan, X-Ray, Ultrasound, Histopathology, Retinal, DICOM, and Radiology images.
My Core Annotation Services:
✅ Object Detection & Localization
• Bounding Box Annotations (Single-Class & Multi-Class Annotations)
✅ Semantic Segmentation & Instance Segmentation Masks
Mask Annotations, Binary Masks, Polygon Masks, Mask R-CNN
✅ Video Annotation & Object Tracking (MOT)
• Frame-by-Frame Tracking Annotations with ID Consistency
✅ Polygon & Polyline Annotation
• Detailed Lane, Road, and Infrastructure Mapping
• Aerial Imagery, Urban Planning, GIS Datasets Image Tagging & Scene Classification
• Scene-Level Labeling for NLP/CV Fusion
✅ Medical Image Annotation & Medical Image Labeling
✅ Medical Imaging, Medical Image Segmentation
✅ 2D/3D Point Cloud Annotation
• LiDAR Annotation (Cuboids, Segmentation, Keypoints)
• For ADAS, Robotics, and Sensor Fusion Systems
✅ LLM Data Annotator, NLP Data Labeler, Text Annotation Expert
✅ Dataset Validation & Quality Assurance (QA)
✅ AI Training Data Preparation
Tools & Platforms:
• CVAT, Label Studio, Labelbox, V7 Darwin, Supervisely, Roboflow, Makesense.ai, LabelImg, VIA, and more.
• I support output formats like YOLOv5/v8, COCO, Pascal VOC XML, Segmentation Masks, DICOM, 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.
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.