https://github.com/ajaichemmanam/simple_bodypix_python

A simple and minimal bodypix inference in python
https://github.com/ajaichemmanam/simple_bodypix_python

bodypix bodypix-python python tensorflowjs

Last synced: 10 months ago
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A simple and minimal bodypix inference in python

• Host: GitHub
• URL: https://github.com/ajaichemmanam/simple_bodypix_python
• Owner: ajaichemmanam
• Created: 2020-04-05T16:29:15.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2023-03-24T23:47:16.000Z (almost 3 years ago)
• Last Synced: 2025-04-11T03:52:23.039Z (10 months ago)
• Topics: bodypix, bodypix-python, python, tensorflowjs
• Language: Python
• Homepage:
• Size: 5.1 MB
• Stars: 76
• Watchers: 5
• Forks: 19
• Open Issues: 6
• Metadata Files:
  • Readme: README.md

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README

          
# simple_bodypix_python

A simple and minimal bodypix inference in python

# Getting Started

1. Install requirements

2. Download tfjs models for bodypix.

```bash

# For example, download a ResNet50-based model to ./bodypix_resnet50_float_model-stride16

$ ./get-model.sh bodypix/resnet50/float/model-stride16

```

3. Set path to models and image for inference in .py files

```py

imagePath = './awesome_img.jpg'

modelPath = './bodypix_resnet50_float_model-stride16/'

```

4. python3 evalbody_singleposemodel.py (Image with single person)

# Observed Results

SINGLE POSE OUTPUT

![SinglePose Output](https://raw.githubusercontent.com/ajaichemmanam/simple_bodypix_python/master/assets/singlepose.png)

![SinglePose Part Heatmaps](https://raw.githubusercontent.com/ajaichemmanam/simple_bodypix_python/master/assets/singlepose_partheatmaps.png)

# Acknowledgement

1. https://github.com/patlevin for support functions

2. https://github.com/likeablob for download script

# Note:

Multipose is work in progress. Pull Requests are welcome.