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.

Object detection

Images to Insights: A Hands-on Tutorial for Building a Custom Object Detection Model with Roboflow

The labeling interface on Roboflow can significantly enhance the annotation process, making it up to 10 times more efficient. Roboflow offers a variety of features on the toolbar, including bounding box annotation and smart polygons. These tools are designed to streamline your computer vision model training. They transform simple images

Data Annotator

Getting Started: Data Annotation Jobs for Beginners

Over 11,070 entry-level data annotation jobs became available in the first 6 months of 2024. These jobs span various commitment levels, from full-time to volunteer work. The rise of AI and machine learning has made data annotation more accessible, even for those without prior experience. Data annotation offers a

segment anything

Effortless Segmentation in Seconds: A Hands-on Guide to Using Segment Anything

Did you know that deep learning libraries like Pytorch have seen performance improvements of nearly 1500% since their inception? One remarkable model taking advantage of these advancements is the Segment Anything Model (SAM) by Meta's FAIR Lab. This guide delves into SAM's capabilities, designed to revolutionize

computer vision

Beyond the Platform: A Look at Roboflow's Resources for Developers

Create an image that showcases the breadth and depth of Roboflow's developer resources, including tutorials, code snippets, webinars, and examples. The image should feature a variety of visual representations, such as icons, graphs, and charts, to communicate the range of topics covered. The overall design should be clean

sematnic segmentation

Ethical Considerations in AI-powered Segmentation: A Discussion on Segment Anything

The tools we use are changing. Meta's Segment Anything Model (SAM) is now the big player in sorting images using AI. We need to make sure AI does its job fairly, clearly, and with full responsibility. AI is getting smarter and more widespread. That's why we

machine learning

Streamlining Your Workflow: How Roboflow Makes Computer Vision Development Faster

Using Roboflow can be several times cheaper than doing computer vision work in-house. This big difference shows how Roboflow's tools save money and time. Roboflow is trusted by big companies like those in retail, biotech, and oil & gas. It shows how useful it is in many areas.

Data Annotator

Navigating the Trends: Data Annotation Jobs in 2024

By 2028, the data annotation market could reach a shocking USD 8.22 billion. This big jump shows how much organizations need data annotation pros to make AI better. Sectors like health and cars are getting more into this. With more use of digital images and mobile tech, jobs in