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Jacob Pitsenberger's Projects

custom-face-detection-software icon custom-face-detection-software

Welcome to the Face Detection Software, a powerful tool designed to facilitate real-time and post-production face detection on various camera feeds, including internal and external webcams, as well as CCTV/IP camera streams.

custom-security-camera-ui icon custom-security-camera-ui

The Custom Security Camera UI is a Python application designed to provide a user-friendly interface for streaming video from any camera that uses the 'http' protocol. The camera's IP is accessed by the program through storing it in a text file 'cameras.txt' with the IP address format as ###.###.#.###. This project is particularly useful for devices

custom-vehicle-license-plate-detector-anpr icon custom-vehicle-license-plate-detector-anpr

This project implements a custom vehicle license plate detector using a YOLO (You Only Look Once) object detection model. It is capable of detecting license plates in images, videos, and live webcam feeds. Additionally, Optical Character Recognition (OCR) is applied to extract the plate numbers from detected plates.

detecting-filtered-classes-with-yolov8-pretrained-model icon detecting-filtered-classes-with-yolov8-pretrained-model

This project utilizes a YOLOv8 pretrained model from Ultralytics to perform filtered object detection on images, videos, or real-time webcam feeds. The filtered detector focuses on specific classes of objects from the COCO dataset. The included classes can be easily customized to suit your application.

face-detection-with-gender-and-age-predictions icon face-detection-with-gender-and-age-predictions

This Python program utilizes computer vision techniques to predict the age and gender of individuals in images or video streams. It employs pre-trained models for face detection, gender prediction, and age prediction.

filtered-person-detection-in-video-stream-with-yolov8-or-yolov5 icon filtered-person-detection-in-video-stream-with-yolov8-or-yolov5

This project implements a Realtime People Detection System in a live video feed using YOLO (You Only Look Once) models. The system can detect and count people in real time, making it useful for various applications such as monitoring public places, crowd analysis, and security surveillance.

image-text-to-speech-converter icon image-text-to-speech-converter

This program processes an input image, detects text using OCR, converts the detected text to speech, and plays the resulting audio before deleting its file.

qr-code-login-system icon qr-code-login-system

The QR Code Login System is a Python-based application designed to log users in and out of a system using QR codes. The system captures QR codes containing users' personal access codes and records their login or logout activities, along with timestamps, by saving images with relevant information.

telloedu-examples icon telloedu-examples

This repo contains scripts for demonstrating various uses of the TelloEDU drone.

upper-body-workout-assistant-with-mediapipe icon upper-body-workout-assistant-with-mediapipe

This is a Python project that uses the Mediapipe library to perform pose recognition and count repetitions for various upper body workouts. The application utilizes a webcam to capture real-time video and tracks the user's body movements to count repetitions for specific exercises.

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