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Tathagato Roy's Projects

auction-house icon auction-house

A Decentralised web app deploying smart contracts for an auction house with secure payment and delivery system

bevformer icon 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.

elmo icon elmo

Implementation and Experimentation of the ELMo model

flash-matting icon flash-matting

Implementation of The Flash Matting Algorithm based on the paper http://www.jiansun.org/papers/FlashMatting_SIGGRAPH06.pdf

grabcut icon 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.

macsum icon macsum

Dataset, metrics, and models for TACL 2023 paper MACSUM: Controllable Summarization with Mixed Attributes.

pointnet icon pointnet

Implementation of the PointNet paper : https://arxiv.org/abs/1612.00593 for the Spring 2022 Computer Vision Course

pomdp icon pomdp

MDL assignment to solve POMDP

pytorch-grad-cam icon pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

random_commands icon 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

shell icon shell

A C based implementation of a Shell program

smai icon smai

The assignments for the course Statistical Methods in AI (Monsoon 21)

starmie icon starmie

Resources for PVLDB 2023 submission

text-detoxification icon text-detoxification

Implementation and experimentation with the the paragedi model for text detoxification

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