Fen Lu's repositories
DOAH
Image retrieval by aggregating deep orientation structure features
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
OSAH
OSAH method (Object Semantic Aggregation Histogram)
Res2Net-PretrainedModels
(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
hashing-baseline-for-image-retrieval
:octocat:Various hashing methods for image retrieval and serves as the baselines
texture-vs-shape
Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)
PyTorch-Pretrained-ViT
Vision Transformer (ViT) in PyTorch
RepMLP
RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition
RepVGG
RepVGG: Making VGG-style ConvNets Great Again
Itti-Saliency-Based-Visual-Attention
MATLAB implementation of the Saliency-Based Visual Attention model proposed by Laurent Itti in 1998.
google-landmark
Dataset with 5 million images depicting human-made and natural landmarks spanning 200 thousand classes.
DSFH
Deep-seated features histogram: A novel image retrieval method
CapsLayer
CapsLayer: An advanced library for capsule theory
SIFT-on-MATLAB
This is an Implementation of "SIFT Features" on MatLab.
awesome-local-global-descriptor
My personal note about local and global descriptor
Bow-Retrival
BOW algorithm based on color histogram.
cnnimageretrieval
CNN Image Retrieval in MatConvNet: Training and evaluating CNNs for Image Retrieval in MatConvNet
Tasks_for_Rookies
视觉实验室新手任务
vlad
vlad image processing algorithm
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
HeWR
Matlab code for "Deep Feature Aggregation and Image Re-ranking with Heat Diffusion for Image Retrieval"
transforming-autoencoders
Transforming Autoencoder (Hinton et al.) implementation in TensorFlow. A way to get hands dirty with Hinton's capsules.
netvlad
NetVLAD: CNN architecture for weakly supervised place recognition
Saliency
Computing saliency map according to itti's '98 model
relja_matlab
Miscellaneous utilities