Image Data

Boy staring intently at a tablet screen, symbolizing the need for safe and responsible content moderation online.
Data Annotation
Hannah Ndulu

AI Content Moderation

The internet moves too fast for human-only moderation — and AI systems trained on human-labeled data now play a key role in detecting harmful content. But even with the best annotations, AI can miss context, nuance, and intent. 

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A row of hands holding different types of waste, such as plastic, paper, and metal; one hand is robotic, symbolizing the role of AI, data annotation and automation in modern waste segregation.
Image Data
Hannah Ndulu

Waste Segregation in the Age of AI

Waste Segregation in the Age of AI is taking center stage as urban growth and evolving consumption habits intensify the challenges of waste management. Traditional manual methods can no longer keep up, while AI offers a faster, more efficient solution if trained effectively.

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DeeLab Academy, image annotation training: Polygon labeling applied to cars, bicycles, and street environment in an urban scene.
DeeLab Academy
Hannah Ndulu

Image Annotation Training Highlights

Image Labeling Essentials is one of DeeLab Academy’s recently launched certification courses. This 5-day image annotation training focuses on core labeling methods used in machine learning—especially in computer vision tasks like object detection, pose estimation, and image segmentation.

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A woman browsing shirts in a well-organized store, reflecting the evolving retail experience enabled by AI trained through data annotation.
Data Annotation
Hannah Ndulu

The Silent Power Behind Smarter Retail Technology

In retail, artificial intelligence is changing how retail stores operate. From keeping shelves stocked to improving customer experiences, smart technology is making shopping more efficient. But behind these innovations is one key factor—data annotation. Without properly labeled data, even the best AI systems wouldn’t function correctly.

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Wildfires in New South Wales, Australia seen from space in November 2019.
Geospatial Data
Kari Kinnunen

What is Geospatial Data Annotation?

Geospatial data, which links objects or features to a specific location on the Earth’s surface, plays a critical role in everything from urban planning and environmental management to navigation and autonomous systems.

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Aerial view of Parisian rooftops, showcasing a variety of roof styles and conditions, highlighting the importance of regular inspections and roof annotation in maintaining structural soundness. DeeLab.ai, Data Annotation.
LiDAR
Hannah Ndulu

Roof Annotation in Real Estate Industry

The real estate industry faces significant challenges in ensuring property safety and structural soundness, with roof condition being a key concern. Roof annotation, which involves detailed marking and examination of roof images, plays a crucial role in this process.

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DeeLab, Autonomous Driving and Image Segmentation
Data Annotation
Hannah Ndulu

Image Segmentation in Autonomous Driving

Image segmentation is crucial for autonomous driving, enabling self-driving cars to accurately perceive and interpret their environment. This ensures the reliability and safety of these advanced automotive technologies.

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