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https://www.udacity.com/blog/getting-started-with-yolov5-for-real-time-object-detection/ Getting Started with YOLOv5 for Real-Time Object Detection | Udacity May 30, 2025 - This guide will walk you through the practical steps to get started with YOLOv5, a highly optimized and user-friendly version of this powerful algorithm,... getting started for real object detection yolov5 time https://www.frontiersin.org/journals/energy-research/articles/10.3389/fenrg.2024.1269528/full Frontiers | A bolt defect detection method for transmission lines based on improved YOLOv5 To solve the problem of bolt defects in unmanned aerial vehicle (UAV) inspection that are difficult to identify quickly and accurately, this paper proposes a... https://www.mdpi.com/1424-8220/23/14/6477 A New Target Detection Method of Ferrography Wear Particle Images Based on ECAM-YOLOv5-BiFPN Network For mechanical equipment, the wear particle in the lubrication system during equipment operation can reflect the lubrication condition, wear mechanism, and... https://www.mdpi.com/2072-4292/17/8/1322 YOLOv5_CDB: A Global Wind Turbine Detection Framework Integrating CBAM and DBSCAN Wind energy plays a crucial role in global sustainable development, and accurately estimating the number and spatial distribution of wind turbines is crucial... wind turbine https://www.frontiersin.org/journals/physics/articles/10.3389/fphy.2022.1101923/full Frontiers | An improved method MSS-YOLOv5 for object detection with balancing speed-accuracy For deep learning-based object detection, we present a superior network named MSS-YOLOv5, which not only considers the reliability in complex scenes but also... https://www.kaggle.com/code/chienhsianghung/yolov5-for-asian-traffic-object-detection YOLOv5 For Asian Traffic Object Detection | Kaggle Explore and run AI code with Kaggle Notebooks | Using data from multiple data sources object detection yolov5 asian traffic kaggle https://wandb.ai/ivangoncharov/yolov5-roboflow-wandb/reports/YOLOv5-Wildfire-Smoke-Detection-With-Roboflow-and-Weights-Biases--VmlldzoyMzc2Mjg0 YOLOv5 Wildfire Smoke Detection With Roboflow and Weights & Biases wildfire smoke yolov5 detection roboflow weights https://www.analyticsvidhya.com/blog/2021/08/train-your-own-yolov5-object-detection-model/ YOLOv5: The Ultimate Guide for Object Detection the ultimate guide yolov5 object detection https://www.stir.ac.uk/research/hub/publication/2138926 Article | Detecting Human Actions in Drone Images Using YoloV5 and Stochastic Gradient Boosting |... https://wandb.ai/iankelk/YOLOv5/reports/Search-and-Rescue-Augmentation-and-Preprocessing-on-Drone-Based-Water-Rescue-Images-With-YOLOv5--VmlldzoxOTk4MTI2 Search and Rescue: Augmentation and Preprocessing on Drone-Based Water Rescue Images With YOLOv5 Feb 7, 2023 - In this article, we look at achieving mAP scores of over 0.97 on large images with comparatively very small people, as used in drone-based water rescue. search and rescue https://www.mdpi.com/1424-8220/22/15/5817 SF-YOLOv5: A Lightweight Small Object Detection Algorithm Based on Improved Feature Fusion Mode In the research of computer vision, a very challenging problem is the detection of small objects. The existing detection algorithms often focus on detecting... https://www.atlantis-press.com/proceedings/hcce-23/125999260 Non-Contact Bolt Detection Based on YOLOv5-Ganomaly Algorithm and UAV | Atlantis Press High-strength bolt loosening detection is an important part of steel bridge inspection. The automatic detection methods based on machine vision and UAV have... https://www.mdpi.com/1424-8220/23/7/3634 Swin-Transformer-Based YOLOv5 for Small-Object Detection in Remote Sensing Images This study aimed to address the problems of low detection accuracy and inaccurate positioning of small-object detection in remote sensing images. An improved... small object detection https://www.frontiersin.org/journals/plant-science/articles/10.3389/fpls.2024.1455687/full Frontiers | YOLOv5-POS: research on cabbage pose prediction method based on multi-task perception... Accurate and rapid identification of cabbage posture is essential for mechanical harvesters to minimize damage to cabbage heads during the harvesting process... https://www.mdpi.com/2072-4292/14/8/1895 Application of an Improved YOLOv5 Algorithm in Real-Time Detection of Foreign Objects by Ground... Ground penetrating radar (GPR) detection is a popular technology in civil engineering. Because of its advantages of non-destructive testing (NDT) and high work... https://wandb.ai/onlineinference/YOLO/reports/YOLOv5-Object-Detection-Tutorial-Bounding-Box-Webcams-For-Zoom--VmlldzozMDEzNDM5 YOLOv5 Object Detection Tutorial: Bounding Box Webcams For Zoom Aug 15, 2025 - Welcome to this simple-to-follow tutorial that will allow you to use YOLOv5 to create bounding boxes on your webcam. This tutorial is for Windows. object detection bounding box yolov5 tutorial webcams https://easychair.org/publications/preprint/HW2L Optimized Detection Method for Siberian Crane (Grus leucogeranus) Based on Yolov5 siberian crane grus leucogeranus based on optimized detection https://wandb.ai/onlineinference/YOLO/reports/Collect-and-Label-Images-to-Train-a-YOLOv5-Object-Detection-Model-in-PyTorch--VmlldzoxMzQxODc3 Collect and Label Images to Train a YOLOv5 Object Detection Model in PyTorch