dkarunakaran
PhD in Engineering (Autonomous Vehicle), AI/ML Engineer, Researcher
IAGSydney, Australia
Pinned Repositories
carnd-mpc-term2-p5
carnd-path-planning-term3-p1
carnd-pid-control-term2-p3
Implement a PID controller in C++ to maneuver the vehicle around the track in simulator.
carnd-vehicle-detection-p5
entity_recoginition_deep_learning
Entity recognition using Deep Learning
facenet_mtcnn_tensorflow_inference_engine
This is a modified and simplified inference engine of davidsandberg's facenet
robocar
Buillt on top of ROS and donkeycar hardware
ROS-node-YOLO-v3-tiny
Object detection using YOLO on Jetson txt2
rviz_docker
To display rviz that runs on the docker container
scenario_extraction_framework
dkarunakaran's Repositories
dkarunakaran/rviz_docker
To display rviz that runs on the docker container
dkarunakaran/scenario_extraction_framework
dkarunakaran/kalman_filtering_finance
dkarunakaran/scenario_based_falsification
dkarunakaran/askpdf_chatgpt_embeddings
dkarunakaran/collaborative_filtering
dkarunakaran/advantage-actor-critic-pytorch
This is a Pytorch implementation of advantage-actor-critic RL algorithm
dkarunakaran/content_filtering
dkarunakaran/scenariogeneration
Python wrapper around pyoscx and pyodrx
dkarunakaran/book-index
This repository contains the code that extracts text from uploaded images of book indexes and stores it in a SQLite database. It then provides a search facility for finding the keyword you want to search for, indicating in which book and on what page it resides.
dkarunakaran/concrete_scenario_generation_real_world
dkarunakaran/continuous-training
This repo contains the continuous training (CT) implementation.
dkarunakaran/deploy_to_ollama
This repository contains information for deploying a custom, fine-tuned model to Ollama.
dkarunakaran/dqn-pytorch
This repository provides a PyTorch implementation of the Deep Q-Network (DQN) algorithm
dkarunakaran/frenet
Transform Frenet (s,d) to local Cartesian (x,y) coordinates.
dkarunakaran/kmeans_clustering
dkarunakaran/kr_autonomous_flight
Autonomous flight system for aerial robots
dkarunakaran/ml-using-scikit-learn
This is a comprehensive example of Machine Learning algorithms using scikit-learn, based on the 'Hands on ML with scikit-learn, Keras & Tensorflow' book
dkarunakaran/mlops-light-workflow
dkarunakaran/mlops-tf-kubeflow-vertexai-pipeline
dkarunakaran/my-feedback
dkarunakaran/osm2xodr
converter for OpenStreetMaps to OpenDrive roads - for use with Carla or other things
dkarunakaran/pandas_numpy_exercises
This is code example from the book Python for Data Analysis by Wes McKinney
dkarunakaran/peft
dkarunakaran/ppo-pytorch
This repository provides a PyTorch implementation of the PPO RL algorithm
dkarunakaran/scenario_dataset
dkarunakaran/seq2seq
dkarunakaran/SQL_exercises
This repo has the solved examples of Learn SQL book's exercises
dkarunakaran/track_my_bills
This is the code base for reading Gmail using the Google Python Client API, using LLM to process email content to track bills, and saving them to the Google Tasks API.
dkarunakaran/webscrape
This is a scrapy based webscrape code using docker container