evopose2d
posenet-python
| evopose2d | posenet-python | |
|---|---|---|
| 1 | 1 | |
| 82 | 482 | |
| - | - | |
| 0.0 | 0.0 | |
| over 2 years ago | over 1 year ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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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.
posenet-python
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Trying out the Tensorflow.js version of "PoseNet", created by Dan Oved in collaboration with Google Creative Labs. As you can see, the model runs within your browser smoothly and in real-time which is due to the help of hardware-accelerated Tensorflow.js. Visit https://lnkd.in/d4SR7Je
rwightman -- posenet-python : is this the tensorflow version for python implementation?
What are some alternatives?
tensorflow_Realtime_Multi-Person_Pose_Estimation - Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3
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.
metrabs - Estimate absolute 3D human poses from RGB images.
openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
Keras - Deep Learning for humans
DECIMER-Image_Transformer - DECIMER: Deep Learning for Chemical Image Recognition using Efficient-Net V2 + Transformer
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time