DREAM
DREAM: Deep Robot-to-Camera Extrinsics for Articulated Manipulators (ICRA 2020) (by NVlabs)
kapao
KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses. (by wmcnally)
| DREAM | kapao | |
|---|---|---|
| 1 | 1 | |
| 139 | 741 | |
| 0.7% | - | |
| 3.5 | 0.0 | |
| 7 months ago | over 1 year ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
DREAM
Posts with mentions or reviews of DREAM.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Pose estimation
Here's a deep-learning approach that has pretty great results: https://github.com/NVlabs/DREAM
kapao
Posts with mentions or reviews of kapao.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing DREAM and kapao you can also consider the following projects:
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.
yolov3 - YOLOv3 in PyTorch > ONNX > CoreML > TFLite
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
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"
IkomiaApi - Deploy Computer Vision solutions with a few lines of code.