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Greatest papers with code

A System for Real-Time Interactive Analysis of Deep Learning Training

5 Jan 2020microsoft/tensorwatch

To achieve this, we model various exploratory inspection and diagnostic tasks for deep learning training processes as specifications for streams using a map-reduce paradigm with which many data scientists are already familiar.

3D ACTION RECOGNITION

Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks

30 Oct 2017jacobgil/pytorch-grad-cam

Over the last decade, Convolutional Neural Network (CNN) models have been highly successful in solving complex vision problems.

3D ACTION RECOGNITION KNOWLEDGE DISTILLATION OBJECT LOCALIZATION

NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis

CVPR 2016 shahroudy/NTURGB-D

Recent approaches in depth-based human activity analysis achieved outstanding performance and proved the effectiveness of 3D representation for classification of action classes.

ACTION CLASSIFICATION CLASSIFICATION SKELETON BASED ACTION RECOGNITION

Interpretable 3D Human Action Analysis with Temporal Convolutional Networks

14 Apr 2017TaeSoo-Kim/TCNActionRecognition

In this work, we propose to use a new class of models known as Temporal Convolutional Neural Networks (TCN) for 3D human action recognition.

MULTIMODAL ACTIVITY RECOGNITION SKELETON BASED ACTION RECOGNITION

3DV: 3D Dynamic Voxel for Action Recognition in Depth Video

CVPR 2020 3huo/3DV-Action

Each available 3DV voxel intrinsically involves 3D spatial and motion feature jointly.

3D ACTION RECOGNITION

Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints

11 Sep 2019carloscaetano/skeleton-images

The proposed representation has the advantage of combining the use of reference joints and a tree structure skeleton.

SKELETON BASED ACTION RECOGNITION

SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition

30 Jul 2019carloscaetano/skeleton-images

Due to the availability of large-scale skeleton datasets, 3D human action recognition has recently called the attention of computer vision community.

SKELETON BASED ACTION RECOGNITION

Investigation of Different Skeleton Features for CNN-based 3D Action Recognition

2 May 2017dzwallkilled/IEforAR

The proposed method achieved state-of-the-art performance on NTU RGB+D dataset for 3D human action analysis.

SKELETON BASED ACTION RECOGNITION

Roweisposes, Including Eigenposes, Supervised Eigenposes, and Fisherposes, for 3D Action Recognition

28 Jun 2020bghojogh/Roweisposes

Although various methods have been proposed for 3D action recognition, some of which are basic and some use deep learning, the need of basic methods based on generalized eigenvalue problem is sensed for action recognition.

3D ACTION RECOGNITION FACE RECOGNITION