Data annotation & labeling blog.

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Data annotation

Data annotation

Data annotation is one of the important parts of machine learning, especially in AI example. To know more about this and get better knowledge on Data Annotation, we need to know ALL the basics! So, we will be putting up a blog on "Data Annotation" [AIN-103] with A - Z coverage which will help you in understanding different parts related to Annotation of data.

machine learning

History of YOLO: From YOLOv1 to YOLOv10

The YOLO (You Only Look Once) family has transformed computer vision since its debut in 2016. Joseph Redmon and his team introduced this groundbreaking framework, altering the real-time processing landscape in artificial intelligence. YOLO's inception started with YOLOv1, employing convolutional neural networks for swift object detection in images.

computer vision

What is Label Studio?

Label Studio is a robust data labeling tool aimed at simplifying the preparation of training data for AI models. It supports a broad spectrum of data types, making it crucial for machine learning experts and data scientists. This open-source platform provides flexibility and customization to meet diverse labeling needs. It&

computer vision

What is YOLOv10?

YOLOv10 represents a significant leap in real-time object detection, unveiled in May 2024. This model extends the frontiers of computer vision and deep learning. It addresses critical issues like computational inefficiencies and the over-reliance on non-maximum suppression (NMS). The model's groundbreaking feature is its consistent dual assignments for

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