Data annotation & labeling blog.

Subscribe

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.

Data annotation

Deep Learning Frameworks for YOLOv10: PyTorch, TensorFlow, Keras

Frameworks such as PyTorch YOLOv10, TensorFlow YOLOv10, and Keras YOLOv10 are more than tools; they are drivers of innovation. They each have their own stories of challenges and victories in the YOLOv10 object detection field. YOLOv10 is changing the game with its non-maximum suppression (NMS) free-training and efficiency. You'

machine learning

Success Stories: Projects Using Label Studio

Curious about how Label Studio can revolutionize your AI projects? Dive into the possibilities and boost your team's labeling efficiency. Here, innovation meets precision in the fast-paced world of machine learning. Introduction to Label Studio and Data-Centric AI The evolution of the data labeling ecosystem has seen a

Data annotation

Comparative Analysis of YOLO Versions: YOLOv1 to YOLOv10

In the vast realm of deep learning, YOLO (You Only Look Once) has emerged as a key innovation. It has impacted fields from gene expression to advanced agricultural systems. From the initial YOLOv1, which processed visual data at 45 frames per second, to the latest YOLOv10, which has significantly reduced

computer vision

Text Annotation for NLP with Label Studio

Label Studio offers a user-friendly platform for text annotation, supporting various NLP tasks like named entity recognition, sentiment analysis, and text classification. Its versatility allows you to tackle complex labeling tasks with ease, making it a go-to choice for NLP projects of all sizes. With Label Studio, you can streamline

machine learning

Future Trends and Developments in YOLO

As we look ahead, the future of YOLO promises even more impressive advancements in real-time object detection and computer vision applications. YOLO Vision 2024, an upcoming hybrid event scheduled for September, 2024, at Google for Startups Campus in Madrid, will showcase the latest YOLO features and object detection future. This

Data annotation

Using Label Studio for Autonomous Driving Video Annotation

Label Studio, a leading open-source data labeling tool, is favored by over 250,000 machine learning experts and data scientists globally. It has a significant role in transforming autonomous driving video annotation. Label Studio provides a comprehensive solution for annotating diverse data types, including video essential for self-driving vehicles. Its

Data annotation

Solutions and Workarounds for YOLOv10 Challenges

YOLOv10 brings impressive advancements to the table. With models ranging from Nano to Extra Large, it caters to diverse computational needs. The Nano version, with just 2.3 million parameters, achieves a remarkable 38.5% APval at a swift 1.84ms latency. On the other end, the X version boasts