Object detection project. .
- Object detection project. May 28, 2024 · Object Detection is a task of computer vision that helps to detect the objects in the image or video frame. Jul 23, 2025 · Project title: Object Detection and Tracking Introduction: A lot of people go to supermarkets and retail stores and shops to idle around and window-shop instead of purchasing any products. It uses bounding boxes to differentiate instances and is widely used in applications like self-driving cars, medical imaging, and traffic surveillance. Browse public repositories on GitHub that use or implement object detection methods and tools. You can use pre-trained models like YOLO or MobileNet and apply them to various domains like flowers, face masks, and real-time data. Jul 23, 2025 · In the world of computer vision, YOLOv8 object detection really stands out for its super accuracy and speed. Add this topic to your repo To associate your repository with the image-object-detection topic, visit your repo's landing page and select "manage topics. Oct 28, 2024 · Learn how to build object detection models from scratch in Python with these 15 projects. This guide covers image processing, pre-trained models, custom datasets, and model training and testing. Aug 18, 2024 · This repository contains a comprehensive object detection pipeline built using PyTorch, Torchvision, and OpenCV. Jun 8, 2025 · Which are the best open-source object-detection projects? This list will help you: yolov5, ultralytics, supervision, mmdetection, Mask_RCNN, frigate, and darknet. It's the latest version of the YOLO series, and it's known for being able to detect objects in real-time. Nov 7, 2024 · Learn the essential tools and steps to create an object detection project using Python, OpenCV, and YOLO. YOLOv8 takes web applications, APIs, and image analysis to the next level with its top-notch object detection. The idea is to loop over each frame of the video stream, detect objects, and bound each detection in a box. The goal is not just to classify what is in the image but also to precisely outline and pinpoint where each object is located. Find projects in Python, C, TypeScript and other languages, with topics such as YOLO, Mask R-CNN, Swin Transformer and more. These projects are perfect whether you're working on a final-year assignment, preparing for an internship, or want to add an impressive technical skill to your portfolio. Jul 23, 2025 · Object detection is a computer vision task that involves identifying and locating multiple objects within an image or video. The objective of object detection is to identify and annotate each of the objects present in the media. " Learn more. The repository is designed to be flexible and extendable for various object detection tasks. OpenCV, a popular open-source computer vision library, can be used with pre-trained models like TensorFlow’s SSD to Apr 30, 2025 · Explore 30 innovative object detection projects specialized for every level! Dive into object detection project ideas, master image detection, and boost your skills today! May 2, 2025 · This guide presents several object detection project ideas using AI and cloud tools that can identify and classify objects in images and videos. Mar 30, 2024 · Object detection is a computer vision task that involves identifying and localizing objects in an image or video frame. This project aims to do real-time object detection through a laptop cam using OpenCV. The project focuses on leveraging pre-trained models for object detection, customizing them for specific use cases, and providing an end-to-end solution for training, evaluation, and inference. It helps to recognize objects count the occurrences of them to keep records, etc. scrxg jnite unrzuxfy wfdq hzptc axjir nfnr qvfv orvmqo xfjap