We first redesign a lightweight bottleneck block with two concepts: depthwise convolution and attention mechanism. And then, based on the lightweight block, we ...

Nov 23, 2019 · We first redesign a lightweight bottleneck block with two non-novel concepts: depthwise convolution and attention mechanism. And then, based on ...

Nov 1, 2021 · In this paper, we investigate a highly efficient pose estimation model with comparable accuracy. We propose an adaptive convolution, which can ...

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

This paper presents a novel approach to address the problem of increasing the number of parameters in existing human posture estimation network models while ...

The proposed network is superior to existing outstanding lightweight networks and is comparable to existing large-scale human pose estimation networks.

In this paper, we investigate a highly efficient pose estimation model with comparable accuracy. We propose an adaptive convolution, which can adaptively ...

In this paper, we investigate a highly efficient pose estimation model with comparable accuracy. We propose an adaptive convolution, which can adaptively ...

This paper redesigns a lightweight bottleneck block with two non-novel concepts: depthwise convolution and attention mechanism and presents a Lightweight ...

Mar 26, 2021 · Especially, the proposed method consists of two parts, i.e., the fast and lightweight pose network (FLPN) for pose estimation and a novel ...