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Computer Vision Project
Code for paper Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection which has been accepted by the IEEE Journal of Biomedical and Health Informatics (J-BHI).
Python computer vision project that aims to automatically remove the watermarks of stock images. The algorithm is designed off of those of Google researchers
Cryptography and Network Security Lab programs done in 7th semester of SIT(VTU).
Brown University DSI DATA2040 Final Project
a CNN based end to end communication systems
Implementation of Hidding Images in Plain Sight: Deep Steganography in Pytorch
Ever sent a hidden message in invisible ink to your friends? Are you intrigued by the idea of cryptic message exchange? How about using images for this exchange? Steganography is what you need! It is one of the techniques of encryption and over the years, steganography has been used to encode a lower resolution image into a higher resolution image. But steganography using naive methods, like LSB manipulation, is susceptible to statistical analysis. Our model extends existing deep learning research for encoding multiple secret images onto a single cover by leveraging convolutional neural networks based deep learning architectures. DeepSteg allows senders to embed up to three secret images onto a single cover using an encoder network and then have multiple decoder networks to obtain the embedded secrets.
Audio Watermarking by DWT-SVD
This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.
Final semester project work on automated epilepsy detection using CNN and Bonn. Dataset. Islamic University of Science and Technology
Binary classification using scikitlearn and xgboost
Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients
Epileptic seizure detection from EEG signals using Deep learning
Repository with Machine Learning techniques to identify Epileptic Seizure from EEG data.
Epileptic Seizure Recognition System, In this project wavelet transform and Hurst exponent are used as an input of SVM, LSTM , Random Forest Models.
Detect eye blinks based on eye aspect ratio (EAR) introduced by Soukupová and Čech in their 2016 paper, Real-Time Eye Blink Detection Using Facial Landmarks.
An implementation of image panorama stitching project using SIFT and RANSAC algorithms.
Python implementation of the research paper "Simple and Secure Image Steganography using LSB and Triple XOR Operation on MSB"
Epileptic seizure classification using a deep neural network (LSTM)
This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on Dataset Curation and Security, 2020.
Analyze and manipulate EEG data using PyEEGLab.
core code for High-Capacity Convolutional Video Steganography with Temporal Residual Modeling
Automatic channel selection for seizure detection
A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets
Detection of Epileptic Seizure Event and Onset Using EEG
How to detect ships in the satellite images using deep learning model based on Convolutional Neural Networks (CNNs)? There are many large vessels (ships), sometime illegal in sea, how Artificial Intelligence (AI) can help at detecting them ? In this post, you will read about some pratical deep learning and computer vision we had with Ryan Ahmed, a professor passionate about education and technology.
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.