A computer vision system made with the help of opencv that can automatically detect driver drowsiness in a real-time video stream and then play an alarm if the driver appears to be drowsy.
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May 4, 2019 - Python
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A computer vision system made with the help of opencv that can automatically detect driver drowsiness in a real-time video stream and then play an alarm if the driver appears to be drowsy.
python opencv computer-vision numpy cv python3 scipy cv2 opencv-python opencv2 drowsy-driver-warning-system playsound miniproject imutils drowsiness-detection anaconda3 anaconda-environment
Input image is resized to 10x10 pixel, to reduce the computation, Convert it to LAB color space to access the luminous channel which is independent of colors, Normalize pixel values to be in range of 0 - 1. Compare the mean value of pixels with a threshold value.
resolution image-processing dark regions opencv-python bright brightness-level imutils image-brightness
A Flask app that detects fatigue during online classes.
A Docker-based devcontainer for Jupyter Notebook's with a focus on Computer Vision, Machine Learning, Finance, Statistics and Visualization.
docker opencv debian tensorflow scikit-learn keras jupyter-notebook pandas python3 seaborn scipy devcontainer imutils
Use python to reconstruct an image from a sinogram
An image search engine made using python GUI, that extracts and stores features from images in database in the form of color correlogram and compares each against that of the query image, to retrieve similar images from the database.
opencv google engine numpy pixels colors vscode glob histogram python3 cbir argparse imagesearch imutils python-gui correlogram
Academics made Affordable.
react nodejs python opencv flask typescript webrtc numpy socket-io matplotlib hacktoberfest canny-edge-detection pickledb imutils tailwindcss
A real time mask detection system to open and close the door
Social Distancing Analyzer using OpenCV and YOLO
A CNN based algorithm with 91% accuracy for brain tumor detection.
python machine-learning deep-learning tensorflow cnn pytorch medical-imaging convolutional-neural-networks cnn-keras imagedatagenerator imutils mri-data brain-tumor-detection streamlit streamlit-webapp braintumorclassification streamlit-cloud
An automated Face Mask detection system and age prediction with Email Authentication is built using the Deep Learning technique called Convolutional Neural Networks (CNN).
css python html machine-learning computer-vision deep-learning tensorflow numpy keras tkinter face-recognition xampp opencv-python warnings age-prediction imutils mobilenetv2
Rendering webcam Image through python OPEN-CV (Deployed in Heroku)
A tool to detect the driver face recognition and alert the driver with voice commands
A hackathon project that dynamically detects the engagement level of students based on eye aspect ratio (EAR).
javascript machine-learning django computer-vision sqlite chartjs face-detection rest-framework open-cv imutils dlib-face-detection streamlit
Flask ALPR is a web service for automatic license plate recognition (ALPR). The web service is written in Python using Flask for REST API and OpenCV with PyTesseract for plate recognition. The service offers two REST API-s, one for checking if licence plate is detected and one for detecting licence plate from camera image. All detected licence p…
opencv flask sqlalchemy numpy tesseract tesseract-ocr sqlite3 opencv-python flask-sqlalchemy alpr python-ocr pytesseract python-dateutil imutils sqlite-python pytesseract-ocr
Simple Streamlit application that parses the data from Invoice images and returns it in JSON format
machine-learning numpy matplotlib opencv-python imutils kor doctr keras-ocr pytesseract-ocr streamlit-webapp mindee langchain jina-chat
Computer Vision and IOT projects (ML and DL techniques)
opencv machine-learning time numpy random pandas argparse matplotlib pyplot imutils yolov3 pytesseract-ocr tessaract-ocr
Indranav is a real-time computer vision–powered web application built with FastAPI and React, leveraging dlib’s 68-point facial landmark model and OpenCV for precise facial feature detection and analysis. It combines ML-driven image processing and modern TypeScript + Tailwind UI
machine-learning typescript computer-vision python3 pygame artificial-intelligence scipy regression-trees imutils dlib-face-detection fastapi tailwindui imutile
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