TapasKumarDutta1/TapasKumarDutta1

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TapasKumarDutta1/TapasKumarDutta1.github.io

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TapasKumarDutta1/SketchFusion

Official Implementation of paper 'SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models'

Language: Python - Size: 11.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

TapasKumarDutta1/SAM_Mamba_2025

[WACV 2025] SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation

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TapasKumarDutta1/Sketch_LVM.github.io Fork of aneeshan95/Sketch_LVM

Project page for the paper 'CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not'

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TapasKumarDutta1/ARM-Net

This study introduces ARMNet, a sophisticated attention-based model designed to enhance the efficacy of early-stage brain tumor detection through advanced feature extraction methodologies.

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TapasKumarDutta1/GT-Net

GT-Net, a global transformer network, enhances multiclass brain tumor classification by capturing fine lesion details via a self-attention-based module, outperforming state-of-the-art methods.

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TapasKumarDutta1/Manga_translation

An AI-driven project for manga translation, employing DETR for object detection, Trocr for text recognition on Manga109 dataset, and a Transformer architecture to translate Japanese text to English.

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TapasKumarDutta1/Predicting_Molecular_Properties

Predict scalar coupling constant between atoms of organic molecule using graph neural network.

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TapasKumarDutta1/circle_detection

Circle detection model trained from scratch using Shufflenet, Adam optimizer, MSE loss, and IoU (0.5, 0.5-0.95) for evaluation, with 10k/1k/2k train/val/test split, leveraging "reduce lr on plateau" and "early stopping," while pretrained models and augmentation proved less effective.

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TapasKumarDutta1/deep_neural_network_from_scratch_pneumonia_detection

This code implements a CNN from scratch using NumPy, including custom convolutions, pooling, dense layers, activation functions, forward/backpropagation, weight updates, and training on grayscale chest X-ray images.

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TapasKumarDutta1/HuBMAP

Blood Vessel Instance Segmentation in Human Kidney Histology Slides: A Repository for Comprehensive Whole-Slide Image Analysis

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TapasKumarDutta1/anomaly-detection

Unsupervised Anomaly Detection Utilizing a Teacher-Student Model Enhanced by Generative Adversarial Networks.

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TapasKumarDutta1/Transformer-pytorch

This repository hosts a collection of cutting-edge transformer-based architectures designed for a wide range of computer vision tasks.

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TapasKumarDutta1/CDANet

This work presents CDANet, an attention-based approach with channel split dual attention (CSDA), enhancing the accuracy of early-stage brain tumor detection through improved feature extraction

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TapasKumarDutta1/multilingial

Multilingual Text Classification Employing Both Single and Multilingual Models augmented using Soft Labels.

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TapasKumarDutta1/IEEE-CIS-Fraud

Credit card fraud classification using handcrafted features, feature extraction algorithms and ensemblin.

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TapasKumarDutta1/Filters

This repository provides Python-based filters for state estimation in diverse fields, including robotics, signal processing, finance, and more, aiming to estimate system states from noisy or incomplete measurements.

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TapasKumarDutta1/learnopencv Fork of spmallick/learnopencv

Learn OpenCV : C++ and Python Examples

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TapasKumarDutta1/rtdetr-pytorch Fork of pranavdurai10/rtdetr-pytorch

This repository provides a PyTorch implementation of RT-DeTR, a state-of-the-art Realtime Detection Transformer for object detection tasks.

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TapasKumarDutta1/solar-panel-detection Fork of arathee2/solar-panel-detection

Detect detect solar panels in aerial imagery data using supervised machine learning.

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TapasKumarDutta1/demo Fork of dependabot/demo

🤖 Fork me to try out Dependabot

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TapasKumarDutta1/FANet

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TapasKumarDutta1/Multihead_attention

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