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g-morgen's Projects

2s-agcn icon 2s-agcn

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19

3c-net icon 3c-net

Weakly-supervised Action Localization

a2cl-pt icon a2cl-pt

Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (ECCV 2020)

acm-net icon acm-net

The official repository of our paper "ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization".

action_biye icon action_biye

Action Recognition with Cross-correlation fusion network and Discriminative Filter Network

actiondetection-afsd icon actiondetection-afsd

Code for CVPR2021 paper "Learning Salient Boundary Feature for Anchor-free Temporal Action Localization"

adabound icon adabound

An optimizer that trains as fast as Adam and as good as SGD.

aet icon aet

The project website for "Auto-Encoding Transformations."

ai-city-anomaly-detection icon ai-city-anomaly-detection

My implementation of the vehicle anomaly detection from https://github.com/ShuaiBai623/AI-City-Anomaly-Detection

alae icon alae

[CVPR2020] Adversarial Latent Autoencoders

alocc-cvpr2018 icon alocc-cvpr2018

Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)

ammcnet_aaai2021 icon ammcnet_aaai2021

Appearance-Motion Memory Consistency Network for Video Anomaly Detection

ancnet icon ancnet

Correspondence Networks with Adaptive Neighbourhood Consensus

and icon and

Official Pytorch Implementation for ICML'19 paper: Unsupervised Deep Learning by Neighbourhood Discovery

anomaly-detection icon anomaly-detection

Anomaly detection from surveillence videos using Deep Multiple Instance Learning

anomaly-event-detection icon anomaly-event-detection

Work in progress and needs a lot of changes for now. An implementation of paper Detecting anomalous events in videos by learning deep representations of appearance and motion on python, opencv and tensorflow. This paper uses the stacked denoising autoencoder for the the feature training on the appearance and motion flow features as input for different window size and using multiple SVM as a single classifier this is work under progress.

anomaly-seg icon anomaly-seg

The Combined Anomalous Object Segmentation (CAOS) Benchmark

anomaly_ar_net_icme_2020 icon anomaly_ar_net_icme_2020

This repository is for Weakly Supervised Video Anomaly Detection via Center-Guided Discriminative Learning(ICME 2020). The original paper can be found (https://ieeexplore.ieee.org/document/9102722)

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