achuthankrishna's Projects
Config files for my GitHub profile.
ARIAC-23 Project done as a part of the coursework for ENPM663 Spring23
Applying A* Algorithm for Obstacle Avoidance in Turtlebot3
A star algorithm implemented for a rigid robot
The repository consists of Dataset and Code for Brain Tumor Classification using ResNet50 and ResNet152. Comparisons were done using MobileNet and custom CNN algorithm . Dataset MRI was cropped using RICAP and found that test accuracy was over 80%.
Detection of Breast cancer for 590 sample data, using SVM, Linear regression and KNN. Produce confusion matrix and evaluate the model accuracy.
Implementation of KNN, Softmax, SVM, along with two layer connected networks.
Simple Day/Night Classifier
Implementation of LQG control for a mobile crane
An end to end software for detecting humans in a scene, and tracking their trajectory using YOLOV3. Application developed using C++ and has been tested using unit testing.
Implementation of Image classifying technique of CIFAR-10 Dataset using advanced concepts such as CNN, Multiple layered neural networks, BatchNorm and Dropout.
Deployed a Generative Adversarial Networks consisting of Generator and a Discriminator to generate new data for MNIST dataset.
An AI-powered web app , designed to interact with users through a single thought-provoking question that expects a "Yes" or "No" head-nod
LeetCode Solutions Solved in C++
Python algorithm to find an element in max heap and remove the item on top.
PX4 Autopilot Velocity Controller and Teleoperation using ROS2 and C++
Solving LeetCode problem to reverse a linked list using python classes.
ENPM808X Assignment on ROS2 Basics
Implemented RRT_connect on turtlebot3
Autonomous mapping and navigation using kinect and libfreenect along with rviz, rtabmap and rosserial\