Dr. Juan Zamora-Morawww.doczamora.com·Jun 11, 2024Custom Annotation for Roboflow Pre-trained Models with CV2Roboflow has a great playground of models for computer vision, including object detection and tracking. Their web interface allows you to create datasets and labeling tools that can help any team label faster and be more collaborative with their onli...Discuss·32 readsroboflow
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
Avanish Dubeyavnis.hashnode.dev·May 31, 2024Computer VisionComputer Vision is an area of AI that deals with visual processing. Let's explore some of the possibilities that computer vision brings. Most computer vision solutions are based on machine learning models that can be applied to visual input from came...Discuss·72 readsSemantic Segmentation
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·149 readsPython
Arpit Dubeyarpitdubey.hashnode.dev·Apr 27, 2024From Pixels to Pathways: The Magical Eyes“Self-driving cars are the natural extension of active safety and obviously something we should do.” ~Elon Musk Introduction to lane line Detection: When you and I drive a car, we rely on our eyes to see where the lane lines are. But cars don't have ...Discusslane line detectio
Agnisis Duttaagnisisdutta.hashnode.dev·Apr 21, 2024Revolutionizing Our World: Object Detection and Generative AI in 2024The technological landscape thrives on synergistic advancements. In 2024, we are witnessing a particularly powerful collaboration emerge: object detection and Generative AI (GAI). Object detection, the ability of machines to pinpoint and classify obj...Discussobject detection
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·77 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·354 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
