girishp92 / Human-activity-recognition-using-Recurrent-Neural-Nets-RNN-LSTM-and-Tensorflow-on-SmartphonesView external linksLinks
This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep netwo…
☆86Sep 25, 2017Updated 8 years ago
Alternatives and similar repositories for Human-activity-recognition-using-Recurrent-Neural-Nets-RNN-LSTM-and-Tensorflow-on-Smartphones
Users that are interested in Human-activity-recognition-using-Recurrent-Neural-Nets-RNN-LSTM-and-Tensorflow-on-Smartphones are comparing it to the libraries listed below
Sorting:
- LSTM-CNN model for Human Activity Recognition☆24Jun 10, 2018Updated 7 years ago
- This project senses human activity with the help of an app installed in the smartphone which uses ML to predict from the data collected f…☆14Feb 13, 2021Updated 5 years ago
- Human Activity Recognition on the Wireless Sensor Data Mining (WISDM) dataset using LSTM Recurrent Neural Networks☆37Apr 21, 2022Updated 3 years ago
- iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android☆196Jan 14, 2021Updated 5 years ago
- RNN classifier built with Keras to classify MNIST dataset☆13Dec 22, 2017Updated 8 years ago
- ReforcementLearning in Action☆15Feb 9, 2018Updated 8 years ago
- Code for our IJCAI 2019 paper "A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition".☆17Mar 18, 2020Updated 5 years ago
- Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the…☆99Jun 22, 2017Updated 8 years ago
- Human activity recognition(LSTM, BidLSTM, BidLSTM+CNN, LSTM+CNN)☆16Mar 6, 2018Updated 7 years ago
- Using Machine Learning to determine Human Activity using data from 6 d.o.f. IMU sensor.☆18Apr 14, 2020Updated 5 years ago
- Comparison of frequently used deep learning architectures (LSTM, biLSTM, GRU and CNN) on ten Human Activity Recognition datasets.☆18Jul 6, 2023Updated 2 years ago
- Convolutional Neural Network for Human Activity Recognition in Tensorflow☆486Nov 16, 2022Updated 3 years ago
- Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type …☆324Nov 6, 2022Updated 3 years ago
- CNN, LSTM, CNN+LSTM for human activity recongnition on WISDM dataset(smartphone dataset)☆20Aug 16, 2018Updated 7 years ago
- Sequence generation with LSTM neural network base on Lord of the Rings☆24Dec 14, 2016Updated 9 years ago
- LSTM based human activity recognition using smart phone sensor dataset☆22Jun 17, 2017Updated 8 years ago
- Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning☆28Apr 25, 2019Updated 6 years ago
- Experiments done in Computer Graphics Lab as a part of curriculum along with a mini project on Solar System.☆10May 2, 2017Updated 8 years ago
- A repository for a Deep Q-Learning approach to intrusion detection for networks cyber-attacks.☆10Sep 3, 2021Updated 4 years ago
- a Federated Learning Framework adapted for resource-constrained environments, focusing on IoT devices☆10Oct 6, 2025Updated 4 months ago
- Implementation of Dynamic Computation Offloading Control Logic in a Software-Defined Vehicle (SDV) System☆11Dec 19, 2024Updated last year
- Completely decentralised traceability system for the management of the agri-food supply chain. This is a blockchain network where all the…☆12May 20, 2023Updated 2 years ago
- As a leading SD Card Recovery Software, SD Memory Card Recovery is capable of recovering deleted files, pictures, photos, videos and audi…☆12Jan 14, 2014Updated 12 years ago
- Realtime SOS Android Application. Location (GPS + Cellular Network) tracing application by alerting guardians of the User.☆14Feb 26, 2023Updated 2 years ago
- Police Complaint and tracking System.☆15Apr 26, 2021Updated 4 years ago
- ☆10Dec 10, 2021Updated 4 years ago
- PromptStack - Full-Stack application from Prompts☆10Nov 2, 2023Updated 2 years ago
- WhatsApp like Status Application with Feature of Camera and Gallery Selection for Status/Story Upload. Used Firebase Storage and Real Tim…☆10Sep 14, 2018Updated 7 years ago
- Human Activity Recognition Using Convolutional Neural Network in Keras☆218Jan 15, 2019Updated 7 years ago
- Course Project for CS763 Computer Vision IIT Bombay☆34May 5, 2018Updated 7 years ago
- Android Debug Bridge code with Visual C++ 2010 Express Edition project file☆15Nov 28, 2021Updated 4 years ago
- ☆11Jan 15, 2021Updated 5 years ago
- Deep Reinforcement Learning based Autonomous Driving Agents☆10Jul 7, 2022Updated 3 years ago
- Thesis in Federated Learning using an Edge/Cloud Computing architecture☆10Feb 26, 2021Updated 4 years ago
- My undergraduate final project - Modeling and control of a distillation column using neural networks and reinforcement learning.☆12Apr 28, 2020Updated 5 years ago
- [ICML 2024 Oral] Consistent Adversarial Robust Deep Q Networks (CAR-DQN)☆15Feb 27, 2025Updated 11 months ago
- Protect workers with TensorFlow Hard Hat object detection model on a Jetson Nano☆10Sep 27, 2022Updated 3 years ago
- This operator will manage and configure data processing unit (DPUs) to be used in accelerating/offloading k8s networking functions☆12Jan 10, 2026Updated last month
- ☆10Jul 26, 2024Updated last year