purbayankar
Deep Learning and Machine Learning researcher and enthusiastic, looking for opportunities in these domain.
Kolkata
Pinned Repositories
Advanced_GAIN
Generative Adversarial Network for missing data imputation
DeepDeconvResUNet
Landslide segmentation using Deep Deconvolutional Residual UNet
FeatureFusionUNet
Various UNet models for satellite images change detection using OSCD dataset
HetConv3DNet
Official PyTorch implementation of Lightweight Heterogeneous Kernel Convolution forHyperspectral Image Classification with Noisy Labels
HybridSN-pytorch
A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
Hyperspectral-Vision-Transformer
A PyTorch implementation of CNN+Vision Transformer for hyperspectral image classification
Multi-Kernel-Rotated-Conv-Deconv-Feature-Fusion-SSRN3d
Advanced version of 3D Spectral Spatial Residual Network for hyperspectral image classification
Transformer_f-CLSWGAN
Advanced Feature Generating Networks for Zero-Shot Learning with Axial Attention transformer
YouCure
YouCure: Your healthcare assistant
Zero-Shot-Super-Resolution
A PyTorch implementation of Zero Shot Super Resolution using Residual Feature Fusion classifier and ECA module
purbayankar's Repositories
purbayankar/Hyperspectral-Vision-Transformer
A PyTorch implementation of CNN+Vision Transformer for hyperspectral image classification
purbayankar/HybridSN-pytorch
A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
purbayankar/FeatureFusionUNet
Various UNet models for satellite images change detection using OSCD dataset
purbayankar/DeepDeconvResUNet
Landslide segmentation using Deep Deconvolutional Residual UNet
purbayankar/Multi-Kernel-Rotated-Conv-Deconv-Feature-Fusion-SSRN3d
Advanced version of 3D Spectral Spatial Residual Network for hyperspectral image classification
purbayankar/YouCure
YouCure: Your healthcare assistant
purbayankar/Transformer_f-CLSWGAN
Advanced Feature Generating Networks for Zero-Shot Learning with Axial Attention transformer
purbayankar/HetConv3DNet
Official PyTorch implementation of Lightweight Heterogeneous Kernel Convolution forHyperspectral Image Classification with Noisy Labels
purbayankar/Zero-Shot-Super-Resolution
A PyTorch implementation of Zero Shot Super Resolution using Residual Feature Fusion classifier and ECA module
purbayankar/A2S2K-ResNet
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
purbayankar/AngularGrad
Pytorch implementation of AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks
purbayankar/axial-attention
Implementation of Axial attention - attending to multi-dimensional data efficiently
purbayankar/bottleneck-transformer-pytorch
Implementation of Bottleneck Transformer in Pytorch
purbayankar/CADA-VAE-PyTorch
Pytorch implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)
purbayankar/DCRN-2021
Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels
purbayankar/f-CLSWGAN
purbayankar/oc-nn-pytorch
purbayankar/purbayankar
purbayankar/pytorch-UNet
2D and 3D UNet implementation in PyTorch.
purbayankar/PyTorch_UCMerced_LandUse
Implement of neural networks on 'UC Merced Land Use' dataset with PyTorch
purbayankar/REPTILE-Metalearning
Full implementation and re-production of the meta-learning algorithm REPTILE
purbayankar/reptile-pytorch
A PyTorch implementation of OpenAI's REPTILE algorithm
purbayankar/Reptile-Pytorch-1
purbayankar/SiCoDeF2Net
purbayankar/Spotify-Recommendation-Engine
Music Recommender System
purbayankar/SSRN
This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".
purbayankar/starboi2000
purbayankar/swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
purbayankar/TransBTS
This repo provides the official code for TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/pdf/2103.04430.pdf).
purbayankar/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch