Naren Akash R J's repositories
Computer-Vision-and-Medical-Imaging-Conferences-and-Journals-2021
📢 A curated list of upcoming conferences, events, journal, and other resources in the field of computer vision, and medical image analysis.
IoT-and-Smart-Laundry-using-OneM2M
ESP32 based Embedded System that monitors the environmental conditions and energy consumption of washing machines in hostels using DHT, water flow and energy meter. The data is transferred using OneM2M and stored in the central database which is then used for data analytics.
awesome-computer-vision
A curated list of awesome computer vision resources
FalconDB-Optimized-Inmemory-Key-Value-Storage-Software
FalconDB. An optimized In-Memory Key-Value Storage Software built in C++.
JavaScript-Simulations-of-Circular-Dichroism-Spectroscopy-and-Molecular-Visualizations
Codebase of Circular Dichroism Spectroscopy web experiment using JavaScript for animations and molecular visualizations as the final project of Design and Analysis of Software Systems (DASS) course at IIIT Hyderabad. Developed web application for Virtual Labs, a Government of India initiative.
conferences
List of awesome conferences
BakulHonestyBox-SQL-Database-Application
Database application from scratch. The project starts by selecting the application, then designing the database, obtaining and loading data into a real DBMS (MySQL), and writing SQL queries and Python client program with embedded SQL queries.
MICCAI-Geographical-Diversity-Dataset
MICCAI 2020 Hackathon Team Project: Visualization of geographic diversity in MICCAI from 2011 - 2020 and publicly available dataset of publications in MICCAI in the last ten years.
Non-linear-Aggregation-of-Filters-to-Improve-Image-Denoising
Code for training and parameter tuning of a machine learning model for non-linear aggregation of image denoising estimators using COBRA combined regression strategy. The face images used for training and testing are taken from the Labelled Faces in the Wild (LFW) dataset.
What-Objects-Are-Where
Two-stage object detection using rich hierarchical features in PyTorch from scratch. Trained and tested on PASCAL-VOC 2007 dataset.
CSrankings
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
In-Memory-Key-Value-Storage
An optimized In-Memory Key-Value Storage Software built in C++
Machine-Data-and-Learning
TLDR: Generic Algorithms, Decision Trees, Value Iteration, POMDPs, Bias-Variance. Data preprocessing using statistical techniques and visualization is crucial to understand and analyze the data before utilizing them to train a machine learning model. Several fundamental techniques for preprocessing are presented here.
miccai-sb.github.io
MICCAI student board website. https://miccai-sb.github.io
nerfherder
scripts for automating grading with GitHub Classroom and Moodle
pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
ragc
RAGC: Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification (ICCVW 2019)
robotic-vision
Implementations and explorations of several pipelines and algorithms in Robotic Vision, as part of the Mobile Robotics (Monsoon 2020) class.
Scene-Graph-Benchmark.pytorch
A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased Scene Graph Generation from Biased Training CVPR 2020”
Software-Programming-For-Performance
Hands-on projects in C language based on performance analysis, algorithmic techniques for high performance, instruction-level optimizations, and building scalable software systems. Based on MIT 6.172 (EECS)
summer-sessions-2020
Series of lectures and hands-on tutorials organized to familiarize new lab entrants with the fundamental areas of robotics research.