yolact_edge VS AlphaPose

Compare yolact_edge vs AlphaPose and see what are their differences.

yolact_edge

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds. (by haotian-liu)
Realtime Real-time instance-segmentation yolactedge Pytorch edge-devices
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AlphaPose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System (by MVIG-SJTU)
pose-estimation posetracking Tracking GPU Pytorch Realtime human-pose-estimation human-tracking human-pose-tracking alpha-pose alphapose person-pose-estimation accurate Crowdpose full-body whole-body Skeleton keypoints human-computer-interaction human-joints
Source Code
mvig.org
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yolact_edge AlphaPose
1 4
1,245 7,722
- 0.9%
0.0 0.0
over 1 year ago 5 months ago
Python Python
MIT License GNU General Public License v3.0 or later
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yolact_edge

Posts with mentions or reviews of yolact_edge. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-29.

AlphaPose

Posts with mentions or reviews of AlphaPose. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-29.

What are some alternatives?

When comparing yolact_edge and AlphaPose you can also consider the following projects:

yolact - A simple, fully convolutional model for real-time instance segmentation.

openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

mmdetection - OpenMMLab Detection Toolbox and Benchmark

mediapipe - Cross-platform, customizable ML solutions for live and streaming media.

involution - [CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.

sahi - Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".

yolo-tensorrt - TensorRT8.Support Yolov5n,s,m,l,x .darknet -> tensorrt. Yolov4 Yolov3 use raw darknet *.weights and *.cfg fils. If the wrapper is useful to you,please Star it.

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

openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

VIBE - Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

yolact_edge vs yolact AlphaPose vs openpose yolact_edge vs mmdetection AlphaPose vs mediapipe yolact_edge vs involution AlphaPose vs mmpose yolact_edge vs sahi AlphaPose vs BlazePose-tensorflow yolact_edge vs yolo-tensorrt AlphaPose vs lightweight-human-pose-estimation.pytorch AlphaPose vs openpifpaf AlphaPose vs VIBE