You will get Video Annotation & Image Annotation for Computer Vision AI/ML Datasets
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Project details
š Video Annotation & Image Annotation, Object Tracking Expert for AI/ML/CV Datasets
Need accurate, scalable annotations for object detection and multi-object tracking? I specialize in manual, frame-by-frame video annotation to train computer vision models used in autonomous driving, surveillance, sports AI, and more. I ensure ID consistency, pixel accuracy, and deliver annotations in formats like YOLO, COCO JSON, VOC XML.
š” My Services Include:
ā Object Detection Bounding Boxes Annotation (Single/Multi-Class)
ā Video Annotation with ID Tracking (MOT, Re-ID, Frame Consistency)
ā Polygon/Polyline Annotation
ā Semantic & Instance Segmentation (Pixel Masks)
ā Keypoint Labeling for Pose Estimation
ā Scene Classification & Object Tagging
š Tools I Use: CVAT, V7, Supervisely, Label Studio, Roboflow, Makesense.ai
š Industries:
ā¢ Autonomous Vehicles
ā¢ Retail ā Product and shelf video tagging
ā¢ Healthcare ā Medical video annotations
ā¢ Security & Surveillance ā Object and motion tracking
#VideoAnnotation #ImageAnnotation #ObjectTracking #MultiObjectTracking #YOLO #CVAT #COCO #DataAnnotation #ObjectDetection #AITrainingData #ComputerVision #BoundingBox #PoseEstimation #AnnotationExpert
Need accurate, scalable annotations for object detection and multi-object tracking? I specialize in manual, frame-by-frame video annotation to train computer vision models used in autonomous driving, surveillance, sports AI, and more. I ensure ID consistency, pixel accuracy, and deliver annotations in formats like YOLO, COCO JSON, VOC XML.
š” My Services Include:
ā Object Detection Bounding Boxes Annotation (Single/Multi-Class)
ā Video Annotation with ID Tracking (MOT, Re-ID, Frame Consistency)
ā Polygon/Polyline Annotation
ā Semantic & Instance Segmentation (Pixel Masks)
ā Keypoint Labeling for Pose Estimation
ā Scene Classification & Object Tagging
š Tools I Use: CVAT, V7, Supervisely, Label Studio, Roboflow, Makesense.ai
š Industries:
ā¢ Autonomous Vehicles
ā¢ Retail ā Product and shelf video tagging
ā¢ Healthcare ā Medical video annotations
ā¢ Security & Surveillance ā Object and motion tracking
#VideoAnnotation #ImageAnnotation #ObjectTracking #MultiObjectTracking #YOLO #CVAT #COCO #DataAnnotation #ObjectDetection #AITrainingData #ComputerVision #BoundingBox #PoseEstimation #AnnotationExpert
Machine Learning Tools
Google Sheets, OpenCV, Python Scikit-Learn, PyTorch, scikit-learn, SQL, Tesseract OCR, XGBoostWhat's included
| Service Tiers |
Starter
$12
|
Standard
$24
|
Advanced
$36
|
|---|---|---|---|
| Delivery Time | 2 days | 4 days | 6 days |
Number of Revisions | 2 | 2 | 3 |
Model Validation/Testing | - | - | |
Model Documentation | - | - | - |
Data Source Connectivity | - | - | - |
Source Code | - | - | - |
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 ā I strongly recommend him to anyone needing high-quality image annotation services. I would gladly work with him again.
Highly professional and detail-oriented ā 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 detailāhighly recommended for any complex annotation task!
About Arif
Data Labeling & Image Annotation Specialist for Segmentation AI/ML/CV
100%
Job Success
Lodhran, PakistanĀ - 1:25 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:
ā Object Detection & Localization
ā¢ Bounding Box Annotations (Single-Class & Multi-Class Annotations)
ā Semantic Segmentation & Instance Segmentation Masks
Mask Annotations, Binary Masks, Polygon Masks, Mask R-CNN
ā Video Annotation & Object Tracking (MOT)
ā¢ Frame-by-Frame Tracking Annotations with ID Consistency
ā Polygon & Polyline Annotation
ā¢ Detailed Lane, Road, and Infrastructure Mapping
ā¢ Aerial Imagery, Urban Planning, GIS Datasets Image Tagging & Scene Classification
ā¢ Scene-Level Labeling for NLP/CV Fusion
ā Medical Image Annotation & Medical Image Labeling
ā Medical Imaging, Medical Image Segmentation
ā 2D/3D Point Cloud Annotation
ā¢ LiDAR Annotation (Cuboids, Segmentation, Keypoints)
ā¢ For ADAS, Robotics, and Sensor Fusion Systems
ā LLM Data Annotator, NLP Data Labeler, Text Annotation Expert
ā Dataset Validation & Quality Assurance (QA)
ā AI Training Data Preparation
Tools & Platforms:
ā¢ CVAT, Label Studio, Labelbox, V7 Darwin, Supervisely, Roboflow, Makesense.ai, LabelImg, VIA, and more.
ā¢ I support output formats like YOLOv5/v8, COCO, Pascal VOC XML, Segmentation Masks, DICOM, TensorFlow TFRecords, and custom schemas.
Industries & Use Cases I Serve:
ā Autonomous Vehicles ā Lane, pedestrian, and vehicle tracking
ā Healthcare ā Tumor detection, organ segmentation, keypoints
ā Retail ā Product detection, shelf monitoring, barcode labeling
ā Agriculture ā Crop segmentation, livestock tracking
ā Aerial & Satellite Imagery ā Road/path detection, land classification
ā Security & Surveillance ā Motion tracking, crowd analysis
Why Hire Me?
ā 100% Manual Annotation ā No automation shortcuts
ā Detail-Oriented & Consistent Labeling for Large Datasets
ā Experience in Model Training Pipelines ā I label with ML objectives in mind
ā 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
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Whether you need fast image labeling or complex video segmentation, Iām 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.