Debjyoti Chowdhury's repositories
AD5933-MEMS-Cancer-Sensor
A machine learning application to read/classifiy AD5933 data from the MEMS Cancer sensor
intro-to-IoT
codes from AEIE 3201
smart-insole
This repo cointains code for Smart Insole project
Awesome-Radar-Perception
Radar Perception in Autonomous Driving
calc_mem
Calculates the approximate memory required for a TFLite model
chromium-sensing
This repo cointains code for Chromium sensing
library-registry
Arduino Library Manager list
motor-fault-diagnosis
Multi-sensor data collection gathered to expand research on anomaly detection, fault diagnosis, and predictive maintenance, mainly using non-invasive methods such as thermal observation or vibration measurement.
radar-code-raspberrypi
This repo cointains code for running classification on a RaspberryPi 4 using ARW 2944/1642 FMCW mmWave RADAR.
radar_sar_rma
A Python3 port of the Range Migration Algorithm (RMA) to generate Synthetic Aperture Radar (SAR) images.
sensor-data-server
A remote data server using RESTful API running on docker.
thermal-image-serving
This repo cointains code for serving models through Tensorflow-Serving docker
timeseries-experiments
This repo cointains code for time series data analysis from Consentium IoT cloud.
TinyML-profiler
This repo cointains code to profile TFlite models
Vibration-Based-Fault-Diagnosis-with-Low-Delay
Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay, IEEE Trans. on Instrumentation and Measurement, Aug. 2022. Techniques used: Wavelet Packet Transform (WPT) & Fast Fourier Transform (FFT). Application: vibration-based fault diagnosis.