lyn1874

memAE

unofficial implementation of paper Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder (MemAE) for Unsupervised Anomaly Detection

raman_spectra_matching_with_contrastive_learning

Official implementation for paper "Raman spectra matching with contrastive representation learning"

region_based_active_learning

On uncertainty estimation in active learning for image segmentation

anomaly_detection_under_varying_visibility

Anomaly detection in the surveillance videos under varying visibility (day-night and sunny-rainy)

fedpvr

Implementation for paper "Partial Variance Reduction improves Non-Convex Federated learning on heterogeneous data"

fedssyn

Official implementation of the paper "Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity"

fl_example

molecule_detection_and_quantification_vit

Official implementation for paper "Nitroaromatic explosives detection and quantification using attention-based transformer on surface-enhanced Raman spectroscopy maps"

mbnn_ad

Multi-branch Neural Networks for Anomaly Detection under adverse lighting and weather conditions

variational_dropout_sparsity

pytorch implementation of variational dropout sparsity

daml

This is an implementation for paper Decoupled appearance and motion learning for efficient anomaly detection in surveillance videos

manifold_mixup

first implementation of manifold mixup on the basis of resnet-18

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Active-Learning-Bayesian-Convolutional-Neural-Networks

Active Learning on Image Data using Bayesian ConvNets

awesome-lifelong-continual-learning

A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning

efficient_traffic_count_on_edge_devices

This is an implementation for paper Automated training of location-specific edge models for traffic counting

cannabis_strains

dataloader_example

fedsers

Federated learning on SERS maps

Linear_Constraint_Bayesian_NMF

This is an implementation for paper Linearly constraint Bayesian Matrix Factorization for Blind Source Separation

LocalSGD_convergence

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

models

Models and examples built with TensorFlow

myCV

SegNet-Tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

sers_map_visualization

TF-SegNet

SegNet-like network implemented in TensorFlow to use for segmenting aerial images