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Gitesh Kulkarni's Projects

esp32_fashion_mnist icon esp32_fashion_mnist

Using Tensorflow Lite for Microcontrollers to run a neural network to classify images of clothing. Run on ESP32 as standalone computational device.

esp32_minimal icon esp32_minimal

Minimal code for a 'bare metal' ESP32 program which does not use ESP-IDF. Really just a learning exercise because the ESP-IDF is Apache-licensed and quite good; I just had trouble finding lower-level information about the chip.

face-recognition-attendance-system-1 icon face-recognition-attendance-system-1

The "Face recognition attendance system" is a hardware prototype of a face recognition attendance system. This project is developed using Rasberry pi, RPI camera , OpenCV and Python coding.

feature-engineering-book icon feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

fes icon fes

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

fpga-design-flow-using-vivado icon fpga-design-flow-using-vivado

This course gives an introduction to digital design tool flow in Xilinx programmable devices using Vivado® Design software suite

free-dap icon free-dap

Free and open implementation of the CMSIS-DAP debugger firmware

geophone icon geophone

Code and Arduino shield for a frequency analyzer for geometric sensors

getting-started-with-pyspark icon getting-started-with-pyspark

In this tutorial, I explained SparkContext by using map and filter methods with Lambda functions in Python and created RDD from object and external files, transformations and actions on RDD and pair RDD, PySpark DataFrame from RDD and external files, used sql queries with DataFrames by using Spark SQL, used machine learning with PySpark MLlib.

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