akkd1998 Goto Github PK

-hog-tennis-ball-detection

Computer Vision Project

adversarial_seizure_detection

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).

automatic-watermark-removal

Python computer vision project that aims to automatically remove the watermarks of stock images. The algorithm is designed off of those of Google researchers

cns-lab

Cryptography and Network Security Lab programs done in 7th semester of SIT(VTU).

data2040_final

Brown University DSI DATA2040 Final Project

deepcom-1

a CNN based end to end communication systems

deepsteg

Implementation of Hidding Images in Plain Sight: Deep Steganography in Pytorch

deepsteganography

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.

dwt-svd

Audio Watermarking by DWT-SVD

eeg-classification

This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.

epilepsy-cnn

Final semester project work on automated epilepsy detection using CNN and Bonn. Dataset. Islamic University of Science and Technology

epileptic-seizure-binary-classification

Binary classification using scikitlearn and xgboost

epileptic-seizure-detection

Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients

epileptic-seizure-detection-

Epileptic seizure detection from EEG signals using Deep learning

epileptic-seizure-recognition

Repository with Machine Learning techniques to identify Epileptic Seizure from EEG data.

epileptic-seizure-recognition-with-wavelet-transform-turkish-english-notebooks

Epileptic Seizure Recognition System, In this project wavelet transform and Hurst exponent are used as an input of SVM, LSTM , Random Forest Models.

eye-blink-detection

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.

image-panorama-stitching

An implementation of image panorama stitching project using SIFT and RANSAC algorithms.

image-steganography-using-lsb-and-xor-operation-on-msb

Python implementation of the research paper "Simple and Secure Image Steganography using LSB and Triple XOR Operation on MSB"

lstm-epileptic-seizure-recognition

Epileptic seizure classification using a deep neural network (LSTM)

open-sourced_dataset_protection

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.

pyeeglab

Analyze and manipulate EEG data using PyEEGLab.

pytorch-deep-steganography

core code for High-Capacity Convolutional Video Steganography with Temporal Residual Modeling

seizure-detection-acs

Automatic channel selection for seizure detection

seizure-detection-tutorials

A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets

seizure-prediction

seizures

Detection of Epileptic Seizure Event and Onset Using EEG

ships-detection-from-satellite-imagery

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.

sra-image-processing-tasks