savinay95n Goto Github PK

audiohud-prototype

AudioHUD is a Heads-Up Display (HUD) designed for the DHH community. AudioHUD enhances situational awareness in virtual and real-world environments by providing visual substitutes to sound cues.

behavioral-cloning-steering-angle-prediction

classification-and-fischer-discriminant-analysis

convnets-and-tsne

deepglobe-road-extraction-challenge

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

design-space-exploration-

get-started-with-jax

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

hit-or-miss-transformation

hospital-management-system

This is a project to create a Hospital Database Management System from both the perspectives of Patients and Doctors.

landslide-detection

leetcode-assistant

An offline assistant to quickly help remember leetcode solutions.

maximum-likelihood-estimation

morphological-filters

morphological-skeletonization

patchrefinenet

Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization

perf-and-cache-simulation

pythoncode-tutorials

The Python Code Tutorials

r10k-processor

reinforcement-learning-algorithms-and-dynamic-programming

Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied to stabilize an inverted pendulum system and achieve optimal control. So essentially, the concept of Reinforcement Learning Controllers has been established. The Reinforcement Learning Controllers have been compared on the basis of performance and efficiency and they are separately compared with the classical Linear Quadratic Regulator Controller. Each of the RL controller have been integrated with a Swing up controller. A virtual switch toggles between the Swing up controller and the RL controller automatically, based on the value of the angular deviation theta with respect to the vertical plane. My research paper and my undergraduate thesis have been uploaded for reference. All the codes have also been uploaded.

savinay95n.github.io

seld-studio

texture-segmentation