MealHunteryangyongbiao.hashnode.dev·Sep 27, 2024YoloV8视频识别系统功能解析系统组成 视频AI识别系统,该系统主要由四个部分组成,分别为:admin管理端，media流媒体端，分析端analyzer(c++)和YOLOV8模型端.系统当中四个模块之间的关系如下图: 管理端Admin模块 admin模块主要功能就是负责前后端的交互功能,其中使用的是Web作为前端的展示,后端的数据和接口的处理逻辑为Django的框架,负责执行一些自动化操作,和实现与临时数据库Redis之间的交互功能,包括:账号登陆,视频流id,报警视频和报警图片等信息的存储. MediaServer媒...YoloV8
Debanjan Chakrabortysubspace.hashnode.dev·Sep 16, 2024YOLO Tracking and Object Detection with Google Collab Integration to detect and track trainer and child in YouTube videosOverview This project demonstrates how to perform object tracking and annotation using YOLO (You Only Look Once) on a video, leveraging Google Colab for efficient processing and Google Drive for saving outputs. The entire process involves downloading...27 readsYOLOv8 object tracking, real-time object detection, child vs trainer detection, bounding box labels, AI object classification, computer vision AI, video analysis, machine learning video
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...4 likesRust
Abdul Wahababwahab175.hashnode.dev·Aug 16, 2024Building an AI-powered MRI Report Generation App with Streamlit and YOLOv8In today's fast-paced medical environment, efficiency is key. With advancements in AI, we're now able to streamline complex tasks, making them faster and more accurate. One such task is the analysis and reporting of MRI images. In this post, I'll wal...33 readsPython
Sumal Surendrasumalsurendra.hashnode.dev·Apr 11, 2024FeaturedI developed an API and Machine learning model for tea grades classificationTea is a beloved beverage enjoyed worldwide, with countless varieties boasting unique flavors and aromas. However, grading tea leaves plays a crucial role in determining their quality and market value. Traditionally, this process relies on the expert...26 likes·319 readsDS & MLFastAPI
Luis Jose Mendez mendezluisjose.hashnode.dev·Apr 9, 2024Tennis Analyzer with YOLOv8, Pytorch and OpenCVhttps://youtu.be/MVND6gmBA1w?si=CS983yoUEtA40g81 Tennis Analyzer Using Python, YOLOv8, Pytorch and OpenCV. It was used YOLOv8, Pytorch and OpenCV to Detect the Court Area, the Players and the Ball. Using Python, it was able to Calculate Parameters ...YoloV8
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...#AWS #cloudstorage #objectstorage #AmazonS3
Sreedeep cvsreedeep.hashnode.dev·Dec 3, 2023Breaking the Myth: Object Detection Isn't Hard as ThoughtHearing about AI and object detection can create an illusion among developers that doing such things is far beyond the reach of traditionally trained programmers. But that's not the case. Object detection is easy to set up and only requires a few min...34 readsAI
Luis Jose Mendez mendezluisjose.hashnode.dev·Aug 17, 2023Flower Instance Segmentation 🌻https://twitter.com/mendezluisjose/status/1692197555138973934?s=20 Flower Detection and Instance Segmentation with YOLOv8 The Flower Detection and Instance Segmentation Model was trained with over 4000 Flower Images and with YOLOv8 Architecture. C...39 readsComputer Vision
Luis Jose Mendez mendezluisjose.hashnode.dev·Aug 17, 2023Brain Tumor Detection 🧠Brain Tumor Detection with Python and YoloV8. The Brain Tumor Detection was trained with over 600 Tumor Images, and with YOLOv8. Check-it out Test it by running the app.py file, built with Streamlit. Run streamlit run app.py Resources Brain Tumo...Computer Vision
