Ultralytics Debuts Ultralytics Platform: The Definitive Way to Annotate, Train, and Deploy Vision AI

Ultralytics, the company behind the YOLO family of object detection models, today introduced Ultralytics Platform, a comprehensive end-to-end vision AI platform featuring powerful SAM-powered smart ...
GitHub

Annotated object detection dataset with bounding boxes for training YOLO, R-CNN, and other object detection models.

object-detection-dataset/ ├── train/ │ ├── images/ # 800 training images │ │ ├── image_001.jpg │ │ ├── image_002.jpg ...
IEEE

Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning

Abstract: Detecting oriented tiny objects, which are limited in appearance information yet prevalent in real-world applications, remains an intricate and under-explored problem. To address this, we ...
Scientific Research Publishing

Trigka, M. and Dritsas, E. (2025) A Comprehensive Survey of Machine Learning Techniques and Models for Object Detection. Sensors, 25, Article 214.

ABSTRACT: Traffic monitoring plays a vital role in smart city infrastructure, road safety, and urban planning. Traditional detection systems, including earlier deep learning models, often struggle ...
IEEE

Object Detection Using Coco Dataset

Abstract: Object identification is the process of determining where articles appear in a given image (object confinement) and with which class each item belongs (object grouping). Because of item ...
Scientific Research Publishing

Research on the Application of VMamba Scanning Algorithm in High-Resolution Remote Sensing Change Detection ()

The VMamba (Visual State Space Model) is built upon the Mamba model by stacking Visual State Space (VSS) modules and utilizing the 2D Selective Scan (SS2D) module to extend the original Mamba model’s ...
marktechpost

Vision-R1: Redefining Reinforcement Learning for Large Vision-Language Models

Large Vision-Language Models (LVLMs) have made significant strides in recent years, yet several key limitations persist. One major challenge is aligning these models effectively with human ...
GitHub

Question About Prompt in Object Detection

Thanks for your great work. I have a question regarding open-vocabulary COCO object detection. When using the laolao77/ViRFT_COCO_base65 dataset for training, I noticed that the format of each prompt ...