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4.RealTime-MediaPipe-AI-From-Video-On-Any-Device
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import streamlit as st
st.markdown("""

# MediaPipe

## A cross language SDK for AI that is real time, 3d, camera responsive, and on any device for nearly any language


Get started with just Javascript!!

Getting Started: https://google.github.io/mediapipe/getting_started/javascript.html

Javascript Solutions - Ready to Demo:
1. Face Mesh: https://codepen.io/mediapipe/full/KKgVaPJ
2. Face Detection: https://codepen.io/mediapipe/full/dyOzvZM
3. Hands: https://codepen.io/mediapipe/full/RwGWYJw
4. Face, Hands, Body: https://codepen.io/mediapipe/full/LYRRYEw
5. Objectron: https://codepen.io/mediapipe/full/BaWvzdY
6. Full Skeletal Pose: https://codepen.io/mediapipe/full/jOMbvxw
7. Self Segmentation From Background: https://codepen.io/mediapipe/full/wvJyQpq


Demonstration in Action with Screenshots:

Self Segmentation From Background:
![image](https://user-images.githubusercontent.com/30595158/225767564-786928a3-7c91-4df1-babb-0cc4c2b71460.png)

Full Skeletal Pose:
![image](https://user-images.githubusercontent.com/30595158/225767721-6f088349-3f56-41b3-85d4-98f2456dc165.png)

Hands - Both in 3D Projection even hidden surface vertices - Mahalo:
![image](https://user-images.githubusercontent.com/30595158/225767970-0e1000e8-72a8-4276-a6f0-ccfcd3ac6d72.png)

Holistic - Face, Hands, Body:
![image](https://user-images.githubusercontent.com/30595158/225768092-2cb4a144-7033-46b1-a476-3e0ec376eb36.png)

Face Detection:
![image](https://user-images.githubusercontent.com/30595158/225768256-c97c0f62-6ef9-4c7e-aa41-8eaf4f344a3d.png)

Face Mesh Real Time - 30 Frames per second!
![image](https://user-images.githubusercontent.com/30595158/225768360-c64197ff-919f-47a9-8cc0-c6d5e73e5853.png)



# Uses:
#### Vision
#### Natural Language
#### Audio

Mediapipe has fast and flexible AI/ML pipelines.

Examples with Javascript Links!

1. Image Classifier: https://mediapipe-studio.webapps.google.com/demo/image_classifier
2. Object Detector: https://mediapipe-studio.webapps.google.com/demo/object_detector
3. Text Classification: https://mediapipe-studio.webapps.google.com/demo/text_classifier
4. Gesture Recognizer: https://mediapipe-studio.webapps.google.com/demo/gesture_recognizer
5. Hand Landmark Detection: https://mediapipe-studio.webapps.google.com/demo/hand_landmarker
6. Audio Classifier: https://mediapipe-studio.webapps.google.com/demo/audio_classifier


""")