Add leafweb-vision service with YOLO Streamlit web UI

Runs ultralytics/ultralytics with yolo streamlit-predict on port 8501, NVIDIA GPU passthrough, and npm-network for reverse proxy access.
2026-02-21 19:39:59 +00:00
parent 1944589989
commit 0aae4324a8
1 changed files with 29 additions and 0 deletions
@@ -0,0 +1,29 @@
+services:
+  leafweb-vision:
+    image: ultralytics/ultralytics:latest
+    container_name: leafweb-vision
+    restart: unless-stopped
+    command: yolo streamlit-predict
+    ports:
+      - "8501:8501"
+    volumes:
+      - /srv/leafweb-vision/data:/data
+      - /srv/leafweb-vision/runs:/root/runs
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: all
+              capabilities: [gpu]
+    environment:
+      - TZ=America/New_York
+      - STREAMLIT_SERVER_ADDRESS=0.0.0.0
+      - STREAMLIT_SERVER_PORT=8501
+      - STREAMLIT_SERVER_HEADLESS=true
+    networks:
+      - npm-network
+
+networks:
+  npm-network:
+    external: true