Purbayan Kar's repositories
Hyperspectral-Vision-Transformer
A PyTorch implementation of CNN+Vision Transformer for hyperspectral image classification
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".
FeatureFusionUNet
Various UNet models for satellite images change detection using OSCD dataset
DeepDeconvResUNet
Landslide segmentation using Deep Deconvolutional Residual UNet
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
HetConv3DNet
Official PyTorch implementation of Lightweight Heterogeneous Kernel Convolution forHyperspectral Image Classification with Noisy Labels
Zero-Shot-Super-Resolution
A PyTorch implementation of Zero Shot Super Resolution using Residual Feature Fusion classifier and ECA module
A2S2K-ResNet
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
AngularGrad
Pytorch implementation of AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks
axial-attention
Implementation of Axial attention - attending to multi-dimensional data efficiently
bottleneck-transformer-pytorch
Implementation of Bottleneck Transformer in Pytorch
CADA-VAE-PyTorch
Pytorch implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)
DCRN-2021
Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels
pytorch-UNet
2D and 3D UNet implementation in PyTorch.
PyTorch_UCMerced_LandUse
Implement of neural networks on 'UC Merced Land Use' dataset with PyTorch
REPTILE-Metalearning
Full implementation and re-production of the meta-learning algorithm REPTILE
reptile-pytorch
A PyTorch implementation of OpenAI's REPTILE algorithm
Spotify-Recommendation-Engine
Music Recommender System
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".
swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
TransBTS
This repo provides the official code for TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/pdf/2103.04430.pdf).
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch