evopose2d
DECIMER-Image_Transformer
evopose2d | DECIMER-Image_Transformer | |
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1 | 1 | |
82 | 163 | |
- | - | |
0.0 | 7.8 | |
over 2 years ago | 1 day 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.
DECIMER-Image_Transformer
What are some alternatives?
posenet-python - A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)
Perceiver - Implementation of Perceiver, General Perception with Iterative Attention in TensorFlow
tensorflow_Realtime_Multi-Person_Pose_Estimation - Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3
small-text - Active Learning for Text Classification in Python
metrabs - Estimate absolute 3D human poses from RGB images.
refinery - The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
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.
nebuly - The user analytics platform for LLMs
openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
pinferencia - Python + Inference - Model Deployment library in Python. Simplest model inference server ever.