object detection

Learn how to Import Pre-Annotated Data into Label Studio and Run the Full Stack with Docker

Dataset preparation for an object detection training workflow can take a protracted time and infrequently be frustrating. Label Studio, an open-source data annotation tool, can assist by providing a simple strategy to annotate datasets....

How Patronus AI’s Judge-Image is Shaping the Way forward for Multimodal AI Evaluation

Multimodal AI is transforming the sphere of artificial intelligence by combining various kinds of data, comparable to text, images, video, and audio, to offer a deeper understanding of knowledge. This approach is comparable to...

From Fuzzy to Precise: How a Morphological Feature Extractor Enhances AI’s Recognition Capabilities

Introduction: Can AI really distinguish dog breeds like human experts? Sooner or later while taking a walk, I saw a fluffy white puppy and wondered, Regardless of how closely I looked, they seemed almost...

Custom Training Pipeline for Object Detection Models

What if you desire to write the entire object detection training pipeline from scratch, so you possibly can understand each step and give you the option to customize it? That’s what I got down...

EAGLE: Exploring the Design Space for Multimodal Large Language Models with a Mixture of Encoders

The flexibility to accurately interpret complex visual information is a vital focus of multimodal large language models (MLLMs). Recent work shows that enhanced visual perception significantly reduces hallucinations and improves performance on resolution-sensitive tasks,...

YOLO-World: Real-Time Open-Vocabulary Object Detection

Object detection has been a fundamental challenge in the pc vision industry, with applications in robotics, image understanding, autonomous vehicles, and image recognition. Lately, groundbreaking work in AI, particularly through deep neural networks, has...

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