amakelany's repositories
component-library
The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.
Wifi_Activity_Recognition
Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)
HAR-CNN-Keras
Human Activity Recognition Using Convolutional Neural Network in Keras
CsiGAN
An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things Journal, 2019), which is the semi-supervised Generative Adversarial Network (GAN) for Channel State Information (CSI) -based activity recognition.
Activity_Detection
Live Human Activity recognition using Tensorflow transfer learning model, OpenCV and numpy with a custom Dataset by scraping the web.
Human-Activity-Recognition-1
Problem Statement is to predict the human activity such as Walking, Walking Upstairs, Walking Downstairs, Sitting, Standing or Laying.
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
CSI-HAR-Dataset
A dataset for seven different daily activities
DeathStarBench
Open-source benchmark suite for cloud microservices
microservices-demo
Deployment scripts & config for Sock Shop
datasciencecoursera
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
coursera-deep-learning
Solutions to all quiz and all the programming assignments!!!
On-device-activity-recognition
Personalized machine learning on the smartphone
Human-Activity-Recognition
Recognizing human activities using Deep Learning
Coursera-Machine-Learning-Stanford
Machine learning-Stanford University
csi
domain independent joint human activity and localization recognition with CSI - INRS
CSI-Activity-Recognition
Human Activity Recognition using Channel State Information
ARIL
Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints
Using-neural-network-for-HAR
Human activity recognition(LSTM, BidLSTM, BidLSTM+CNN, LSTM+CNN)
Activity-recognition-using-Wi-Fi-CSI-data
This project involved recognizing activities like falling, running, sitting, walking using Wi-Fi based CSI data in lieu of traditional methods of wearables or cameras. It involved Wi-Fi data processing, feature extraction and creating a trained model for prediction.