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zhangyin's Projects

bird-haar icon bird-haar

Annotated birds dataset and trained haar cascade.

body-detection-haar icon body-detection-haar

A repo for full body, upper body and lower body detection using HAAR Cascading in Python with OpenCV.

covid-19-whether-social-distancing-followed-or-not-using-ml-opencv-and-computer-vision icon covid-19-whether-social-distancing-followed-or-not-using-ml-opencv-and-computer-vision

It was majorly based on distance finding and also on video capturing through webcam the object detection and distancing among people. Have done the computer vision basics ,its applications. I have covered image processing operations , edge detection (canny), thresholding, and then applied all this to detect the face .Accessing live camera using python prompt.VideoCapture(0) is used to access the internal camera.Here 0 represents the internal camera.Then I have proceed to capture image from video. Then have used live face detection using convolutional neural network algorithm. Nows here comes the role of artificial intelligence in measuring social distancing. For this I have taken a image which has 4 people and perform face detection algorithm and try to find out whether they are following social distancing norms or not and mark the line between them I have loaded the pre-trained haar cascade model(xml file), using cascade classifier.

detection icon detection

Object detection using OpenCV Haar Feature-based Cascade Classifiers

document-scanner icon document-scanner

I made a Document Scanner using OpenCV library of python. In this project I use haar cascade files and basic concepts of Image processing.

gui_with_opencv_project1 icon gui_with_opencv_project1

OpenCv project which uses Gui implementation to detect face and eye on the particular images. Application allows login credentials and to choose the file from directory..

haar-cascade-full-body-classifier icon haar-cascade-full-body-classifier

Haar Cascade is a machine learning object detection algorithm used to identify objects in an image or a video. It is well known for being able to detect faces and body parts in an image, but can be trained to identify almost any object. In this use case, haar cascade classifier is used to detect full body using OpenCV.

leaf-detection icon leaf-detection

A simple banana leaf detector using Haar Cascades and OpenCV-Python

mallick_cascades icon mallick_cascades

A repository of minified HAAR and LBP cascades. The performance is identical to OpenCV cascades but the file sizes are way smaller.

object_detection icon object_detection

It detects hearts shape using haar_cascade_classifier_heart.xml which I trained and tested using opencv library in python3.

object_recognition_using_opencv icon object_recognition_using_opencv

Haarcascade Training , Generating Xml Files of any object ,Face and Eye Detection,Watch Detection,Creating your own Haar Cascade OpenCV Python

objectdetector icon objectdetector

ObjectDetector uses OpenCV Haar cascade classifiers to detect different objects in images and videos with Python. For now, this repository includes my trained haar cascade classifier for detecting cars, the default haar cascade classifier for human faces (haarcascade_frontalface_default), a classifier for bananas from CodingRobin and a classifier for wallclocks which are used and tested in programs, detecting the objects from image/video, comparison between different human body parts classifiers and some other programs, which (will) help training the classifiers (for example, a program downloading the "cat box" synset images from ImageNet).

ohmvision icon ohmvision

A python script using opencv and haar cascades to identify and calculate the values of resistors from a live webcam feed.

opencv icon opencv

Open Source Computer Vision Library

opencv_blob_detector icon opencv_blob_detector

This project uses a wrapper for the stock SimpleBlobDetector feature detection algorithm. It also adds the ability to customize the algorithms parameters via the supplied xml file.

palm-fist-gesture-recognition icon palm-fist-gesture-recognition

The repository contains two trained Haar cascades for palm and fist gesture detection. The code is the underlying base for a bigger project which will utilize these gestures for a smart application. The project will be based on C++ and OpenCV

profile_detection icon profile_detection

frontal face and profile detection implementation using OpenCV haar cascades files

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