Projects in Awesome Lists by TapasKumarDutta1
A curated list of projects in awesome lists by TapasKumarDutta1 .
https://github.com/tapaskumardutta1/sam_mamba_2025
[WACV 2025] SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation
adapter mamba sam semantic-segmentation
Last synced: 03 Apr 2025
https://github.com/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.
attention-mechanism mri-ima tumor-class
Last synced: 03 Apr 2025
https://github.com/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.
machine-translation object-detection optical-character-recognition seq2seq
Last synced: 03 Apr 2025
https://github.com/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.
Last synced: 03 Apr 2025
https://github.com/tapaskumardutta1/predicting_molecular_properties
Predict scalar coupling constant between atoms of organic molecule using graph neural network.
graph-neural-networks organic-chemist
Last synced: 03 Apr 2025
https://github.com/tapaskumardutta1/anomaly-detection
Unsupervised Anomaly Detection Utilizing a Teacher-Student Model Enhanced by Generative Adversarial Networks.
anomaly-detection augmentation-methods unsupervised-anomaly-detection unsupervised-learning
Last synced: 03 Apr 2025
https://github.com/tapaskumardutta1/deep_neural_network_from_scratch_pneumonia_detection
Last synced: 03 Apr 2025
https://github.com/tapaskumardutta1/nfl-health-and-safety-helmet-assignment
Last synced: 03 Apr 2025
https://github.com/tapaskumardutta1/transformer-pytorch
This repository hosts a collection of cutting-edge transformer-based architectures designed for a wide range of computer vision tasks.
attention-mechnism computer-vision image-classification transformers
Last synced: 03 Apr 2025
https://github.com/tapaskumardutta1/gan_segmentation_fe
Federated learning on 3d images dataset for semantic segmentation augmented using Wasserstein Generative Adversarial Network
3d-segmentation federated-learning medical-imaging semantic-segmentation wgan
Last synced: 03 Apr 2025
https://github.com/tapaskumardutta1/sketchfusion
Official Implementation of paper 'SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models'
clip correspondences recognition segmentation sketch-image-retrieval stable-diffusion
Last synced: 27 Mar 2025