sudhansh6 Goto Github PK

advanced-image-processing

Problems covering topics like Compressed Sensing, Tomography, Dictionary Learning and Low-rank matrix recovery.

artificial-intelligence-with-python

Notes and projects related to AI

cravings

cs252_lab6

An attempt to organise file sharing :D

databases

fastsam_ros

hdr-il

image-colorization

A pix2pix model built from scratch for image colorization task. The report also discusses the basics of machine learning, starting from perceptrons and building concepts all the way up to conditional GANs, U-Net architectures, CNNs, patch discriminators, and more. I have also deployed the application on my website!

instance-segmentation-using-unet

Developed a U-Net in PyTorch to perform instance segmentation using COCO dataset.

intelligent-learning-agents

A repository covering a range of topics from multi-arm bandits to reinforcement learning algorithms. Check out different applications of bandits, MDPs and RL algorithms along with theoretical aspects.

inverserenderinggaussiansplatting

An attempt to improve inverse rendering in gaussian splatting reconstructions

llc_bypassing_with_madcache

low-rank-matrix-recovery

Exploration of different techniques for low-rank matrix recovery and application such as foreground background separation and stock-market analysis

navicane

An innovative smart cane to enable the visually impaired. We have built a working prototype with real-time navigation, obstacle detection and depth-analysis.

nerf-slam

NeRF-SLAM: Real-Time Dense Monocular SLAM with Neural Radiance Fields. https://arxiv.org/abs/2210.13641 + Sigma-Fusion: Probabilistic Volumetric Fusion for Dense Monocular SLAM https://arxiv.org/abs/2210.01276

old

My Website!

outlab6

stock-analysis

A detailed report discussing various topics in stock markets, technical analysis, and options trading.

sudhansh6.github.io

A repository for my personal website. I try to keep it updated with blogs, notes and current projects.

sudoku-solver

A real-time augmented reality sudoku solver application built using python. Check out various methods of solving sudoku, survey of optimized image processing techniques, analysis of compact neural networks, and more!

virtual-keyboard

Insights into the Virtual Keyboard Project

yolo-object-detection

Trained YOLOv8 on a subset of COCO.