Data annotation & labeling blog.

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Maxim Dupont

Maxim Dupont is the founder of LabelVisor, a scientist & software engineer. His hobby of writing tech reviews has become his new way of life. His belief is that together we can achieve the best world.

computer vision

Roboflow vs. The Competition: A Comparison of Leading Computer Vision Development Platforms

Roboflow's Universe houses a massive 90,000 public datasets and 60 million images. This vast collection distinguishes Roboflow in the fast-paced computer vision development field. As businesses and researchers look for strong AI model integration and diverse machine learning tools, it's crucial to understand the subtle

sematnic segmentation

Building a Community: Resources and Tips for Segment Anything Users

Segment Anything Model (SAM) is a zero-shot image segmentation model. It can predict multiple masks for a single prompt, segmenting ambiguous entities with ease. This feature is a game-changer for those aiming to build a robust Segment Anything community. Much like MetLife's success in reimagining customer segmentation, advanced

Data annotation

The Future of Roboflow: Exploring New Tools and Advancements

As we move forward into 2024, Roboflow has introduced 12 new enhancements, showcasing its dedication to transforming AI models and AI technology. These enhancements span from model-assisted labeling to better annotation tools and expanded REST API and Python SDK capabilities. Roboflow is setting a new benchmark for training and deploying

machine learning

Beyond Images: Can Segment Anything Be Used for Other Data Types?

The Segment Anything Model (SAM) can automatically create segmentation masks for over 11 million images. This model, developed by Meta AI, is revolutionizing computer vision tasks. It can segment objects with just a click or an interactive selection, showcasing its power. SAM uses a large dataset, the Segment Anything 1-Billion

computer vision

The Power of Collaboration: Building and Sharing Computer Vision Projects with Roboflow

Roboflow can slash the cost of computer vision development by more than ten times compared to doing it in-house. This platform stands out with its vast array of tools and resources. It's a must-have for developers, researchers, and AI enthusiasts. With over 50,000 pre-made models at your

computer vision

The Future of Image Editing? Exploring the Potential of Segment Anything

The Segment Anything Dataset (SA-1B) boasts an impressive 11 million images and 1.1 billion masks. This massive dataset marks a significant shift in computer vision, offering unparalleled precision and versatility in complex image segmentation tasks. It raises questions about the future of image editing and visual data analysis. The

Data Annotator

Training Programs for Aspiring Data Annotators

Data annotation training courses pave the way for skillsets crucial in AI training data creation and crowdsourced annotation education. These programs prepare candidates to tackle technical challenges, allowing them to participate in AI and ML career opportunities. By enriching raw data with labels, data annotators play a pivotal role in