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YOLO Streamlit Dashbord

Display predicted Video, Images and webcam using YOLO models (YOLOv7 & YOLOv8) with Streamlit

Sample Streamlit YOLO Dashboard

Streamlit Dashboard: https://naseemap47-streamlit-yolo-app-v7gbfg.streamlit.app/

Docker

dockerhub: https://hub.docker.com/repository/docker/naseemap47/streamlit-yolo

1. Pull Docker Image

docker pull naseemap47/streamlit-yolo

2. Change permistion

sudo xhost +si:localuser:root

3. RUN Docker Image

docker run --gpus all -e DISPLAY=$DISPLAY -v /tmp/.X11-unix/:/tmp/.X11-unix --ipc=host --device=/dev/video0:/dev/video0 -p 8502 -it --rm naseemap47/streamlit-yolo

🚀 New Update (10/02/2023)

Integrated new YOLOv8 model, now you can run YOLOv8 model on RTSP, Webcam, Video and Image

Streamlit Options

Modes

  • RTSP
  • Webcam
  • Video
  • Image

Sample Streamlit Dashboard Output

out.webm

StepUp

git clone https://github.com/naseemap47/streamlit-yolo.git
cd streamlit-yolo

Install dependency

pip3 install -r requirements.txt

Run Streamlit

streamlit run app.py