Andrei Germanovgermanovdev.hashnode.dev·Aug 29, 2024YOLOv8 instance segmentation using Rust.Few months ago I wrote an article and showed, that it's possible to run YOLOv8 object detection using not only Python, but any other language, that supports ONNX. I also provided an example of object detection web applications on Julia, JavaScript, N...Discuss·4 likesRust
Niladri Dasniladridas.hashnode.dev·Jul 6, 2024How to Detect and Track Objects in Real-Time with a MacBook Camera 📷In this blog post, we will discuss an exciting project that involves real-time object detection and tracking using a MacBook camera. This project combines computer vision and deep learning techniques to create a versatile application with various pra...Discuss·26 readsObjectDetection
Hankyu Kimhankyukim.hashnode.dev·Jun 3, 2024Combine datasetsI merged two datasets: a custom dataset with 2,418 images and the COCO128 dataset with 128 images. After training the model, I evaluated its performance using the trained weight.pt for object detection. I observed two issues: incorrect detections a...DiscussDeep Learning
Alexandre Donciu-Julindev.alexdjulin.ovh·May 6, 2024Bicycle helmet detection using YOLOv8 and OpenCVCombine and fine-tune YOLO models to detect if cyclists are wearing a helmet or not. Github Project I created and presented this project to complete my 120-hour Deep Learning bootcamp in April 2024. I then spent some more time improving it until I ge...Discuss·11 likes·213 readsPython
Kanishk Munotkanishkmunot.hashnode.dev·Mar 16, 2024A brief history of Object DetectionIn the field of computer vision, object detection stands as a crucial technique for pinpointing and identifying objects within images or videos. It goes beyond mere classification, not only recognizing the object's type but also meticulously marking ...Discuss·10 likes·91 readsrcnn
Kunal Kumar Sahookunalkumarsahooai.hashnode.dev·Mar 1, 2024YOLOv8 vs. YOLOv9: A Comparative Analysis of Single-Stage Object Detection ModelsThe realm of real-time object detection has witnessed significant progress in recent years, driven by continuous innovation of the YOLO (You Live Look Only Once) family of models. Characterized by their single-stage architecture and proficiency in ba...Discuss·1 like·445 readsMachine Learning
Fanuel Conradfanuelconrad.hashnode.dev·Feb 26, 2024Leveraging Serverless for Object Detection: Deploying YOLO with AWS Lambda (.NET)In the realm of computer vision, object detection plays a crucial role in identifying and locating objects within an image or video. This blog delves into the exciting world of serverless computing and explores how AWS Lambda can be harnessed to exec...Discuss#AWS #cloudstorage #objectstorage #AmazonS3
Akshayraj Maxylone.hashnode.dev·Jan 8, 2024Guide to Object Detection with YOLO-NAS & FiftyOne Using E2E Cloud GPU ServerBy Akshayraj Object detection is a crucial aspect of computer vision, enabling machines to identify and locate multiple objects within an image or a video. It’s the foundational technology behind various applications like autonomous vehicles, survei...DiscussArtificial Intelligence
Mohamed Abubakkar Smdabu.hashnode.dev·Dec 13, 2023Smart Blind Belt For Visually Challenged PeopleAbstract Abstract – This study describes a method to help visually challenged people perform daily tasks. The main purpose of this device is to help visually challenged people to a safe and convenient solution to overcome their obstacles. The project...Discuss·56 readsiot
Aniket Ranaaniketrana.me·Dec 12, 2023Cattle Detection (Surat Municipal Corporation)Project Overview This project was initiated through a collaboration between the Surat Municipal Corporation (SMC) and SVNIT's research laboratory. Our team developed an innovative solution for real-time cattle detection using computer vision and deep...DiscussPython
