Jul 11, 2024 · The Single Shot Detector (SSD) is an advanced algorithm that has revolutionized this field by enabling real-time detection of objects in images. This article delves into the workings of the SSD, its architecture, key advantages, and practical applications.

Abstract—SSD (Single Shot Multi Box Detector) is an object detection algorithm based on deep learning. As one of the most mainstream detection algorithms, it can greatly improve the detection speed and ensure the detection accuracy.

Abstract: SSD (Single Shot Multi Box Detector) is an object detection algorithm based on deep learning. As one of the most mainstream detection algorithms, it can greatly improve the detection speed and ensure the detection accuracy.

May 14, 2022 · In this paper, we summarize and classify some classical target detection methods, analyze the basic principles of convolutional neural networks, and analyze the classical detection algorithms based on region suggestion and deep regression networks.

Sep 21, 2023 · By utilizing both the camera's precise depth data and the algorithm's object detection abilities, we combined the SSD with stereo depth information from the ZED camera, potentially improving object detection capabilities.

Abstract: In view of the lack of feature complementarity between the feature layers of Single Shot MultiBox Detector (SSD) and the weak detection ability of SSD for small objects, we propose an improved SSD object detection algorithm based on Dense Convolutional Network (DenseNet) and feature fusion, which is called DF-SSD. On the basis of SSD ...

Sep 30, 2020 · Based on the classic SSD algorithm, this paper proposes a feature-enhanced sea urchin detection algorithm.

Jun 16, 2021 · In TorchVision v0.10, we’ve released two new Object Detection models based on the SSD architecture. Our plan is to cover the key implementation details of the algorithms along with information on how they were trained in a two-part article.

Single Shot MultiBox Detector (SSD) method shows outstanding performance by using multiscale feature maps in object detection task. However, the SSD method exhibits low accuracy in small object...

The article presents a comprehensive summary of Intelligent Ship Marine Object Detection (ISMOD) based on the RGB Camera.