Md Tasnim Farhan Fatin's repositories
DNN-for-NILM
In this project, we've tried applying various DNNs to the problem of non-intrusive load monitoring (NILM) and compared their results for various appliances using the REDD dataset. We took a sliding window approach in hopes that we'll be able to achieve real time disaggregation with further tuning and testing. We compare the disaggregated energy consumption results based on MSE, MAE, Relative Error and F1 Score.
Fish-Tail-Beat-Frequency
I am going to propose a model to track and analyze motion e.g. swimming speed, amplitude, velocity and frequency of fish tail swing, body swing amplitude, posture and angle, movement track.
Iot-based-Plant-Watering-System
A cloud based smart irrigation system
IoT-based-Smart-Plant-Waterer-System
A cloud based smart plant watering system
OFDM-Simulation-Using-MATLAB
A comparison between various digital modulation techniques.