Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

大家好，这是cv调包侠开源原创项目，您可以特别方便地通过我的auto-Maker实现目标检测数据集的实时生成，包括：实时数据采集、自动标注、转换、增强，并可以直接进行yolov3、yolov4、yolov5、eficientdet等，它可以直接导出到onnx，通过openvino和tensor-RT加速，除了检测外，还支持分类算法，可以在一分钟内完成图像的智能分类。欢迎来star Hello everyone, this is me: cver open source original project, you can particularly convenient through my auto_ Maker realizes the real-time production of target detection data set, including: real data acquisition, automatic annotation, conversion, enhancement, and can directly carry out yolov3, yolov4 , yolov5, eficientdet, etc., which can be directly exported to onnx and accelerated by openvino and tensor RT. besides detection, it also supports classification algorithm, which can complete intelligent classification of images in one minute. Welcome to star~

CV integrated project. Including MOT to track cars and pedestrians, object detection and image classification to get license plate content, semantic segmentation to get zebra crossing, tradition method to get area of lanes .etc.

This project is used to detect the license plate of the vehicle in real time, trained using Car Detection Licence Plate dataset available on Kaggle. Used yolov4 because it performs much better than traditional cv techniques and then used EasyOCR to extract text from the number plate. Please see readme for details.

Webcam Face Detection Program in python using haarcascade_frontalface_default.xml and has been tested on Linux and Windows environment.

Object detection is a computer technology related to computer vision and image processing that deals with detecting instances of semantic objects of a certain class (such as humans, buildings, or cars) in digital images and videos. In this project I have used mobilenet ssd and have written the code to detect various objects from the input video. Here are the list of objects that could be detected using this project:_ ['person', 'bicycle', 'car', 'motorcycle', 'airplane', 'bus', 'train', 'truck', 'boat', 'traffic light', 'fire hydrant', 'street sign', 'stop sign', 'parking meter', 'bench', 'bird', 'cat', 'dog', 'horse', 'sheep', 'cow', 'elephant', 'bear', 'zebra', 'giraffe', 'hat', 'backpack', 'umbrella', 'shoe', 'eye glasses', 'handbag', 'tie', 'suitcase', 'frisbee', 'skis', 'snowboard', 'sports ball', 'kite', 'baseball bat', 'baseball glove', 'skateboard', 'surfboard', 'tennis racket', 'bottle', 'plate', 'wine glass', 'cup', 'fork', 'knife', 'spoon', 'bowl', 'banana', 'apple', 'sandwich', 'orange', 'broccoli', 'carrot', 'hot dog', 'pizza', 'donut', 'cake', 'chair', 'couch', 'potted plant', 'bed', 'mirror', 'dining table', 'window', 'desk', 'toilet', 'door', 'tv', 'laptop', 'mouse', 'remote', 'keyboard', 'cell phone', 'microwave', 'oven', 'toaster', 'sink', 'refrigerator', 'blender', 'book', 'clock', 'vase', 'scissors', 'teddy bear', 'hair drier', 'toothbrush', 'hair brush']

This is an Android Based Smile Detection Project , using OpenCV and JavaCV. It works well with android and to make it work you need to install the open cv libraries in your Android Phone.

CV Project :- Contrast Based Filtering for Salient Region Detection

This repository provides a deep learning-based human detection and counting system. It supports input from videos, images, or live camera feed, with an option to save the processed output.

Welcome to the CV Projects repository! Dive into the world of computer vision with a curated collection of projects showcasing face detection, object recognition, image classification, and more.

This repository contains the files related to the project on frame-by-frame Drowsiness Detection in Drivers in videos using facial features. In this project, the aim is to extract frames from a video-based data and develop a CNN model that aims to detect fatigue in a driver using facial features. A CNN-based architecture is developed for the same. Complete details regarding the project can be viewed from the detailed Project Report Dataset link: - http://cv.cs.nthu.edu.tw/php/callforpaper/datasets/DDD/

Working Examples of Python Open CV projects like OCR (Text Detection), Face Detection, Finger

Multi level open CV project for detection of human head from video and notifying count of detected heads/humans via SMS

No description available

Marker Detection project using unity and open cv

The motion detection part of our video feature detection project using OpenCV in a CV course at the National University of Singapore. Backed up for nostalgia purposes only.

This Python code employs OpenCV for efficient line detection in an image. It reads, processes, and visualizes lines, making it a valuable tool for computer vision applications.

No description available

Driver Drowsiness Detection using Open CV , python , Jupyter Notebooks . The project as a system detects your eyes every time using a webcam and gives a Alert message (can be in form of alarm also) when a set threshold is reached .

##//This Repository is about detection and alerting the driver when he is feeling drowsy Drowsy driving is one of the major causes behind fatal road accidents. One of the recent study shows that one out of five road accidents are caused by drowsy driving which is roughly around 21% of road accidents, and this percentage is increasing every year as per global status report on road safety 2015, based on the data from 180 different countries. This certainly highlights the fact that across the world the total numbers of road traffic deaths are very high due to driver’s drowsiness. Driver fatigue, drink-and drive and carelessness are coming forward as major reasons behind such road accidents. Many lives and families are getting affected due to this across various countries. All this led to the development of Intelligent Driver Assistance Systems. Real time drowsy driving detection is one of the best possible major that can be implemented to assist drivers to make them aware of drowsy driving conditions. Such driver behavioral state detection system can help in catching the driver drowsy conditions early and can possibly avoid mishaps. Among these the major cause is due to driver errors and recklessness. Driver fatigue is cause behind such mishaps. Heavy traffic, increasing automotive population, adverse driving conditions, tight commute time requirements and the work loads are few major reasons behind such fatigue. With this project, we are presenting technique to detect driver drowsiness using of Open CV and image processing.//##

CV Project - Fault detection on PCB board

This is the project for the object detection and classification task

Implement SLAM, a robust method for tracking an object over time and mapping out its surrounding environment using elements of probability, motion models, linear algerbra.

It is an algorithm developed by me to find Wheat Leaf Rust Infected crops.It uses HSV color mode and then K-mean Clustering Algorithm is used to further cluster the infected part which is extracted using image contour.

Detect Colour Names using Mouse Cursor on an Image using OpenCV.

C# Application using .NET and EMGU.CV 4.1. A casual project to learn facial detection and recognition.

The process of detecting the name of any color in an image is known as color detection.Colours are made up of 3 primary colours: red, green, and blue. In computers, we define each colour value within a range of 0 to 255. So, there are approximately 16.5 million different ways to represent a colour. This software helps us to find out or extract RGB values and the colour name of a pixel on which you double clicked.The Approach is basic and simple.In this project, we have used python language along with pandas and cv as libraries. To create the user interface which will enable the user to select a point or area such that whenever a double click event occurs, it will update the colour name and RGB values on the window. If the event is double-clicked then we calculate and set the RGB values along with x, y positions of the mouse.

This project implements a bike theft detection system using deep learning techniques. It utilizes computer vision and deep learning models to identify potential bike theft events in a given dataset.

My solution to Udacity AIND CV Capstone Project: Facial Keypoint Detection - Project No. 7

This is shape detection program . It can detect shapes like triangle ,square, rectangle , circle and other shapes as well .