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Mrinmoy Banik's Projects

.ppm-plotter icon .ppm-plotter

This is a set of libraries in c++ for plotting graphs as .ppm images. Everything is build from the scratch without keeping relative layout in mind.

adaptiveattention icon adaptiveattention

Implementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"

comparing-comparison-sorting-algorithms icon comparing-comparison-sorting-algorithms

Three of the most commonly used comparison based sorting algorithms including merge sort ,heapsort and quicksort are compared using simple but intuitive swap and assignment counts.

daam icon daam

Diffusion attentive attribution maps for interpreting Stable Diffusion.

data-clustering icon data-clustering

A clustering library with implementation of most common clustering techniques like k-means,kernel k-means and spectral k-means

dsran icon dsran

Code for journal paper "Learning Dual Semantic Relations with Graph Attention for Image-Text Matching", TCSVT, 2020.

edmonds-blossom icon edmonds-blossom

A python implementation of Edmonds blossom algorithm for maximum-cardinality matching.

imgui icon imgui

Dear ImGui: Bloat-free Graphical User interface for C++ with minimal dependencies

indoml22 icon indoml22

Deals with document image classification into 16 categories.

joint-embedding icon joint-embedding

Cross-modal Retrieval using Transformer Encoder Reasoning Networks (TERN). With use of Metric Learning and FAISS for fast similarity search on GPU

joint-embedding-gp4 icon joint-embedding-gp4

It contains work pertaining to coming up with models for generating enriched joint embedding from textual and visual data.

multivariate-non-parametric-tests icon multivariate-non-parametric-tests

Mst based tests including Wald-Wolfrowitz's test and 2 sample Kolmogrov Smirnov tests along with 2x2 contingency tests are implemented and compared.

nubie-repo icon nubie-repo

This is my very first git repository in Github!

self_driving_car icon self_driving_car

This is a project to simulate a basic car with arrow controls and friction along with trffic.Then with the help of a deep neural betwork we will teach the car to handle traffic on it's own along with visualisations all from the scratch.

steiner-dreyfus-wagner icon steiner-dreyfus-wagner

A parallel implementation of the Dreyfus-Wagner algorithm for solving the Steiner problem in graphs

sublime-snippet-library- icon sublime-snippet-library-

It's an intermediate library of c++20 sublime snippets containing efficient implementation of most commonly used dsa

symbia icon symbia

A crude symbolic library built from scratch

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