Tathagato Roy's repositories
SMAI-Project
Visualizations and Understanding of CNN
Ada-scripts
Scripts and commands, along with notes for ADA.
Auction-House
A Decentralised web app deploying smart contracts for an auction house with secure payment and delivery system
Automata-Theory
Programming Assignments for Automata theory Course
BEVFormer
[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.
common-algorithm
helpful algorithms
Dynamical-Processes-in-Complex-Networks
Course Page for the Course Dynamical Processes in Complex Networks Spring 2022
Flash-Matting
Implementation of The Flash Matting Algorithm based on the paper http://www.jiansun.org/papers/FlashMatting_SIGGRAPH06.pdf
gesture-recognition
Hand Pose Detection
grabcut
An implementation of GrabCut, a markov random field based image segmentation algorithm, a variant of which you might have seen available in Microsoft Office Products as the background removal tool.
ML-algorithms
Implementations of ML-algos as I learn them
OS-assignment4
Vaccination Simulator
hydra-sum
Experimenting with multiple decoders
MACSum
Dataset, metrics, and models for TACL 2023 paper MACSUM: Controllable Summarization with Mixed Attributes.
PointNet
Implementation of the PointNet paper : https://arxiv.org/abs/1612.00593 for the Spring 2022 Computer Vision Course
POMDP
MDL assignment to solve POMDP
Principles-of-Information-Security
Assignments and Projects done for the course Principles of Information Security(POIS) for Spring 2022
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Random_Commands
This stores random scripts/commands for certain purposes that might come up again and again so that I don't have re-google everytime
starmie
Resources for PVLDB 2023 submission
Text-Detoxification
Implementation and experimentation with the the paragedi model for text detoxification