Our Data Annotation Services
From Computer Vision to NLP, we deliver quality annotations tailored to your requirements.
Our technical expertise, powered by a responsible work model, ensures the reliability of your training data.
We Manage Your Data Annotation Projects from Start to Finish
People for AI processes high-quality data from the simplest to the most complex requirements. We have specialized labelers in any type of annotation listed below.
Image Annotation
Thanks to our specialized labelers, People for AI can teach your computer vision models with high-quality annotating data.
Video Annotation
Our video annotation process requires a frame-per-frame verification. In this way, People For AI ensures quality and accuracy for your company.
Text Annotation
To train your Natural Language Processing Models, People for AI can use different annotation methods to extract information from your text and ensure accuracy and consistency for each NPL – related task.
Lidar Annotation
People for AI provides highly trained labelers and a specialized annotation tool to deliver high-quality output for your LiDAR applications.
Audio Transcription
Through our best methods and with high precision and performance, turn any audio into text, e.g recordings, interviews, movies or any other.
Train your models to recognize sentiment, in images or text, with highly accurate training data provided by People for AI through its experts and data annotation tools.
Product Annotation
With People for AI’s data annotation tools, we provide accurate sorting e-commerce items, helping to improve user experience and search relevance for your company.
GIS Annotation
We provide all kinds of accurate information with our proper in-house labelers, helping to identify and describe geo-spatial, geographic and aerial information present on your images.
2D and 3D Annotation
People for AI use 3D annotation techniques, like 3D semantic segmentation and cuboid annotation, to always ensure the most performing output for you.
High-Quality Data Labeling Services
Our data labeling services combine technical expertise with a human-centric approach. Through dedicated expert teams, we provide consistent and high-quality datasets tailored to your scale and requirements.
How does People For AI ensure data labeling quality?
We maintain high-quality standards through a three-level framework:
Iterative Learning & Feedback Loops: We go beyond initial briefings by establishing a continuous “Pilot Phase” to calibrate guidelines and real-time feedback loops to resolve complex edge cases.
Tailored Workflows: We implement robust validation methods such as Review, Consensus Voting, or Honeypot (Ground Truth) benchmarks based on project needs.
- Quantitative Quality Metrics: We monitor quality using precise KPIs like Accuracy ratios and IoU for geometric precision, ensuring production-ready results.
Read our full guide on maintaining high-quality annotation →
Which data annotation tool should you choose for your AI project?
The right tool depends on your data type, project scale, and budget requirements. We recommend Kili Technology for enterprise-grade projects requiring strict governance and advanced QA, while CVAT remains the industry standard for cost-effective, open-source Computer Vision. People For AI is tool-agnostic: we seamlessly integrate with your preferred labeling tool or help you select the most efficient platform for your specific needs.
Why choose ethical outsourcing for your data labeling needs?
Outsourcing with People For AI provides quality datasets through trained and stable teams in Madagascar.
Our social impact model is built on fair wages, continuous training, and a supportive work environment. This approach significantly reduces turnover, fostering long-term consistency and deep domain expertise for your most sensitive AI projects.
Nicola Luminari
Head of Data Science at Alteia
Client of People For AI since 2019
“I have a super positive experience with People for AI in general. Unquestionably, they are not only really responsive but also I always get all the answers to my questions very quickly. Additionally, both annotation deadlines and quality is also a top priority for them.”
Industries and Domains for Data Annotation Projects
People for AI is responsible for data annotation projects in the most diverse domains, with a wide variety of industries, we offer precise training data for your company.
✔ Attribution des visages
✔ Reconnaissance d'objets
✔ Sécurité des aéroports
✔ Prévention des pertes
Security
✔Satellite Imagery
✔Infrared Imagery
✔Natural Disasters
Aerial
✔Self-driving Cars, autonomous vehicles
✔Driving assistance
✔Damage Analysis
✔Traffic Monitoring
AutomOtive
✔Face Attribution
✔Object Recognition
✔Airport security
✔Loss prevention
✔Satellite Imagery
✔Infrared Imagery
✔Natural Disasters
✔Self-driving Cars, autonomous vehicles
✔Driving assistance
✔Damage Analysis
✔Traffic Monitoring
Security
Aerial
Automotive
✔Plant Counting
✔Weed Detection
✔Disease Detection
✔Soil Analysis
Agriculture
✔E-commerce
✔Shelf Monitoring
✔Smart Cart
✔Shopper Tracking
Retail
✔Radiology
✔Cardiology
✔Dermatology
✔Ultrasound
Medical
✔Plant Counting
✔Weed Detection
✔Disease Detection
✔Soil Analysis
✔E-commerce
✔Shelf Monitoring
✔Smart Cart
✔Shopper Tracking
✔Radiology
✔Cardiology
✔Dermatology
✔Ultrasound
Agriculture
Retail
Medical
✔Body Detection/Counting
✔Safety Systems
✔Surveillance and video-protection
Government
✔Maintenance & Preventive Maintenance
✔Detection of deteriorations
✔Event monitoring
✔People and machinery monitoring
Industrial
✔Action Identification
✔Multi-camera tracking
Sports
✔Body Detection/Counting
✔Safety Systems
✔Surveillance and video-protection
✔Maintenance & Preventive Maintenance
✔Detection of deteriorations
✔Event monitoring
✔People and machinery monitoring
✔Action Identification
✔Multi-camera tracking
Government
Industrial
Sports
Bank & Legal
✔OCR human-reviewed
✔Contract read-proofing
✔NER on contracts and others documents
✔Reading and verifying tables
✔OCR on bank statements
✔OCR on contracts
✔Read-proofing
✔Data augmentation
Administration & OCR
MEDIA
✔OCR human-reviewed
✔Contract read-proofing
✔NER on contracts and others documents
✔Reading and verifying tables
✔OCR on bank statements
✔OCR on contracts
✔Read-proofing
✔Data augmentation
Bank & Legal
Administration & OCR
MEDIA
Try our labeling services
Whether you are a Startup, an NGO, or a global corporation, we offer flexible models adapted to your project’s scale and priority.
Let’s discuss your next AI milestone together.