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Name: OMEGAMAX10
Type: User
Bio: Machine learning engineer, looking for opportunities to contribute to innovative projects in machine learning and computer vision.
Name: OMEGAMAX10
Type: User
Bio: Machine learning engineer, looking for opportunities to contribute to innovative projects in machine learning and computer vision.
Simple Load Balancer proxy service
Chat app that uses Django for the backend component, together with PostgreSQL for user credential storage and Elasticsearch for message logging
These are the solutions to the programming exercises from the Deep Learning specialization from Coursera
Emotion detector capable of identifying 7 of the most important human emotions: angriness, disgust, fear, happiness, neutral, sadness, surprise. This application is based on the 68 facial landmarks computed by the shape predictor from "dlib" Python module. The model for this deep learning application is built using Tensorflow Keras and was trained on the FER-2013 dataset. The dataset is parsed using Pandas module of Python.
Because of the COVID-19 pandemic of 2020, more and more people are concerned with protecting themselves using masks, thus the need of software capable of monitoring whether the people are wearing masks or not. That is why I created a Python application using OpenCV (with CUDA support) based on the YOLOv4 algorithm, capable of monitoring the safety level of a space with video surveillance.
Because of the COVID-19 pandemic of 2020, more and more people are concerned with protecting themselves using masks, thus the need of software capable of monitoring whether the people are wearing masks or not. That is why I created a Python application using OpenCV (with CUDA support) based on the YOLOv4 algorithm, more precisely the tiny option, capable of monitoring the safety level of a space with video surveillance. This is the Jetson Nano version of the application.
Fire alarm system that detects fire in a camera stream and sends alerts as notifications to the phones of the users that subscribed to this alerting service and are at most 2 km away from the fire.
The Game of Life, also known simply as Life, is a cellular automaton devised by the British mathematician John Horton Conway in 1970. The game is a zero-player game, meaning that its evolution is determined by its initial state, requiring no further input. One interacts with the Game of Life by creating an initial configuration and observing how it evolves, or, for advanced players, by creating patterns with particular properties.
This script is used for breaching Diffie-Hellman key exchange using stochastic hill climbing with random restarts. The algorithm actually tries to solve the NP-Complete problem (for small enough parameters) of the discrete logarithm, on which Diffie-Hellman key exchange (and also a vast majority of the public key cryptographic algorithms) are based
The goal of this project is to build a scalable MPI program that can apply multiple filters (smooth, blur, sharpen, mean, emboss) on images with .pnm or .pgm format.
Django based web application that can be deployed as a Docker container used to analyze the data of an Instagram account.
Android application used for organizing, sorting and localizing of pictures of landmarks, as well as identifying similar images to the photos made by the user
The "Log in Application" is a PyQt-based application which allows the user to choose and log in a social media network (Facebook, Twitter or Instagram), by providing the username or email and password. The application also displays the system time.
These are the solutions to the programming assigments from Andrew Ng's "Machine Learning" course from Coursera
Desktop C# application for a clinic
Simple movie recommender built in GNU Octave, which creates a database of user ratings (100,000 ratings applied to 9,000 movies by 600 users), receives movie ratings from a new user(from 1 to 5, with half-star ratings allowed) and, based on those, gives the user a number of movie recommendations.
Spam classifier using support vector machine (LIBSVM)
Text generation using a character-based RNN with LSTM cells. We will work with a dataset of Shakespeare's writing from Andrej Karpathy's The Unreasonable Effectiveness of Recurrent Neural Networks. Given a sequence of characters from this data ("Shakespear"), train a model to predict the next character in the sequence ("e"). Longer sequences of text can be generated by calling the model repeatedly. Developed using Keras. Inspired by the following notebook: https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/text/text_generation.ipynb#scrollTo=BwpJ5IffzRG6
Trigger word detection application using Keras, which triggers an action whenever you say the trigger word "Activate". The action in this case is producing a "chiming" sound.
YOLOv4 detection on COCO dataset using OpenCV DNN module, compiled with CUDA.
YOLOv4 Video and Image Detection for 80 types of objects using OpenCV and tf2_yolov4 module in Python.
YOLOv8 object detection, tracking, image segmentation and pose estimation app using Ultralytics API (for detection, segmentation and pose estimation), as well as DeepSORT (for tracking) in Python. This app uses an UI made with streamlit and it can be deployed with Docker.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.