evopose2d
metrabs
| evopose2d | metrabs | |
|---|---|---|
| 1 | 1 | |
| 82 | 417 | |
| - | - | |
| 0.0 | 3.4 | |
| over 2 years ago | 13 days ago | |
| Python | Python | |
| MIT License | MIT License |
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evopose2d
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Is there an easy way to add pose estimation into a sequential tensorflow model?
You could try EvoPose2D. It uses the TF2 Keras API. It outputs heatmaps, though, so your second network could either work with the heatmaps directly or you could try converting the heatmaps to x,y coordinates by implementing a soft argmax.
metrabs
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UE4 Tutorial - AI Motion Capture From a Single Video (updated!)
This isn't for blender but you're right there's already lots of open source implementations of AI motion capture that are probably just as good as OPs, here's one I found https://github.com/isarandi/metrabs
What are some alternatives?
posenet-python - A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)
blender-retarget - Applies animation from one armature to another
tensorflow_Realtime_Multi-Person_Pose_Estimation - Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3
PyMAF - [ICCV 2021, Oral] PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
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.
yolo-tf2 - yolo(all versions) implementation in keras and tensorflow 2.x
DECIMER-Image_Transformer - DECIMER: Deep Learning for Chemical Image Recognition using Efficient-Net V2 + Transformer
AvatarPoser - Official Code for ECCV 2022 paper "AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing"
openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
3DMPPE_POSENET_RELEASE - Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019
HuManiFlow - [CVPR 2023] Code repository for HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation