SYLan2019's repositories
MH-ASTIGCN
MULTI HEAD SELF-ATTENTION BASED SPATIAL-TEMPORAL INFORMATION GRAPH CONVOLUTIONAL NETWORKS FOR TRAFFIC FLOW FORECASTING
Skip-Attention-GAN
This repository contains PyTorch implementation of the following paper: SAGAN: SKIP-ATTENTION GAN FOR ANOMALY DETECTION.
Transformer-Gan-Anomaly-Detection
A Transformer-based GAN for Anomaly Detection, International Conference on Artificial Neural Networks, (ICANN2022).
STDOD
A visual object tracking method where we take into account the difference between occlusion and self-deformation in a spatial-temporal regularised DCF filter. Robust Visual Object Tracking with Spatiotemporal Regularisation and Discriminative Occlusion Deformation, International Conference on Image Processing (ICIP). IEEE, 2021, pp. 1879-1883.
SiamTrackers
(2020-2021)The PyTorch version of SiamFC,SiamRPN,DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCar, SiamBAN, Ocean, LightTrack ; Visual object tracking based on deep learning
2020AICITY_Code_From_Top_Teams
The code from the top teams in the 2020 AI City Challenge
metaheuristics
Implement the-state-of-the-art meta-heuristic algorithms using python (numpy)
OptimizedImageEnhance
Several image/video enhancement methods, implemented by Java, to tackle common tasks, like dehazing, denoising, backscatter removal, low illuminance enhancement, featuring, smoothing and etc.
TrackingAlgoCollection
A collection of common tracking algorithms
train_cnn-rnn
cnn+rnn: vgg(vgg16,vgg19)+rnn(LSTM, GRU), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU), inception_v4+rnn(LSTM, GRU), inception_resnet_v2+rnn(LSTM, GRU),.....