venkatrebba

3dcnn_lstm_gesture-controlled

3D CNN-LSTM model for hand gesture recognition

quadrotor_landing

Autonomous Quadrotor landing on a moving platform

sales-products-detection

Goods detection in a image using deep learning

anomaly_detection-using-autoEncoder

Anomaly detection in a video using Auto Encoder

serverless-scikit-learn-demo

A repository providing demo code for deploying a lightweight Scikit-Learn based ML pipeline modelling heart disease data as a Google Cloud Function.

turtlesim_lawnmower_pattern

venkatrebba.github.io

My Portfolio

fire_detection

gail-carracing

3d_data

AME494-598Fall2022

Course work of AME 598 - IOT

cartpole_lqr_control

cps_challenge_2020

Files related to the 2020 NSF CPS Challenge -- Mars Edition

cs329s-ml-deployment-tutorial

Code and files to go along with CS329s machine learning model deployment tutorial.

data_visualization_course

Deep-Learning-CNN-based-hand-gesture-recognition

This project involves building a 3D Convolutional Neural Network (CNN) to correctly recognize hand gestures by a user to control a smart TV.

explainable_ai

Projects related to Explainable AI

gail_openaigym_car

LanguagePolicies

Supplemental code for our NeurIPS 2020 paper.

Leetcode_practice

matrix_multiplication_optimization

Optimization of Matrix Multiplication by loop reordering, blocking, unrolling and reuse

mcts_2048

MCTS Agent for solving 2048

ml-pipeline

Using Kafka-Python to illustrate a ML production pipeline

mlops-with-vertex-ai

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

model_stacking

A Proof-of-Concept for Model Stacking concept

noisereduce

Noise reduction in python using spectral gating (speech, bioacoustics, time-domain signals)

pacman-montecarlo

Sunshine_Application

teaching-notebooks

Jupyter notebooks for teaching machine learning and robotics

venkatrebba

Config files for my GitHub profile.