Description
EuroPython 2022 - Real-time browser-ready computer vision apps with Streamlit - presented by Yuichiro Tachibana
[Liffey Hall 2 on 2022-07-14]
I am the author of streamlit-webrtc and a member of the Streamlit Creators program (https://streamlit.io/creators) (selected community members). The repository of streamlit-webrtc is here: https://github.com/whitphx/streamlit-webrtc
My lightning talk about streamlit-webrtc at PyCon JP 2021 is available: https://youtu.be/_LuLs8H1gJc
Articles about this library:
- Developing Web-Based Real-Time Video/Audio Processing Apps Quickly with Streamlit: https://towardsdatascience.com/developing-web-based-real-time-video-audio-processing-apps-quickly-with-streamlit-7c7bcd0bc5a8
- Real-Time Video Streams With Streamlit-WebRTC: https://betterprogramming.pub/real-time-video-streams-with-streamlit-webrtc-bd38d15f2ef3
As linked from the repo, demo apps I have developed are available online:
- Demo showcase including real-time object detection: https://share.streamlit.io/whitphx/streamlit-webrtc-example/main/app.py
- Source code: https://github.com/whitphx/streamlit-webrtc-example/blob/main/app.py
- Real-time Speech-to-Text: https://share.streamlit.io/whitphx/streamlit-stt-app/main/app_deepspeech.py
- Source code: https://github.com/whitphx/streamlit-stt-app
- Real-time style transfer: https://share.streamlit.io/whitphx/style-transfer-web-app/main/app.py
- Source code: https://share.streamlit.io/whitphx/style-transfer-web-app/main/app.py
- Real-time Tokyo 2020 Pictogram: https://share.streamlit.io/whitphx/tokyo2020-pictogram-using-mediapipe/streamlit-app
- Source code: https://github.com/whitphx/Tokyo2020-Pictogram-using-MediaPipe
- Video chat: online demo is not available because it does not have an auth mechanism and is only for private use.
- Source code: https://github.com/whitphx/streamlit-video-chat-example
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License http://creativecommons.org/licenses/by-nc-sa/4.0/