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node-red-node-rdk-tools

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配合RDK硬件及TROS使用的Node-RED功能包(Node-RED nodes for using TROS on a RDK hardware and TROS)

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[ { "id": "edgesam_tab", "type": "tab", "label": "EdgeSAM Segment Anything", "disabled": false, "info": "# EdgeSAM Segment Anything\n\n## Introduction\n\nEdgeSAM segmentation algorithm supports USB and MIPI video stream modes. EdgeSAM relies on detection box input for segmentation, requiring only a box without specific target category information.\n\n## Usage Process\n\n### Mode 1: USB Video Stream (Real-time)\n1. **Start Stream**: Click \"🎥 USB Camera Stream\" button\n2. **View Visuals**: Click \"Open Web Visualization\" to view results in browser\n3. **Stop Service**: Click \"Stop Segmentation Service\" when finished\n\n### Mode 2: MIPI Video Stream (Real-time)\n1. **Start Stream**: Click \"📹 MIPI Camera Stream\" button\n2. **View Visuals**: Click \"Open Web Visualization\" to view results in browser\n3. **Stop Service**: Click \"Stop Segmentation Service\" when finished\n\n## Supported Platforms\n\n- RDK X5\n- RDK S100\n\n## Algorithm Info\n\n| Model | Platform | Input Size | FPS |\n|-------|----------|------------|-----|\n| edgesam | X5 | 1×3×512×512 | 9.09 |\n| edgesam | S100 | 1×3×512×512 | 77.0 |\n\n## Core Communication Config\n\n### WebSocket Video Stream\n- **Stream URL**: `http://{host}:8000`\n- **Image Topic**: `/image` (JPEG encoded stream)\n- **Performance**: Real-time, low latency\n\n## Notes\n\n- EdgeSAM relies on box input; this demo uses a fixed box (center of image) for segmentation.\n- Start the video stream before opening the visualization page.\n- Segmentation may take a few seconds to initialize.", "env": [] }, { "id": "comment_video_section", "type": "comment", "z": "edgesam_tab", "name": "🎥 USB Stream Segmentation Workflow", "info": "Start USB camera real-time stream for continuous segmentation", "x": 150, "y": 200, "wires": [] }, { "id": "inject_usb_video", "type": "inject", "z": "edgesam_tab", "name": "🎥 USB Camera Stream", "props": [ { "p": "payload" }, { "p": "topic", "vt": "str" } ], "repeat": "", "crontab": "", "once": false, "onceDelay": 0.1, "topic": "usb_video", "payload": "start", "payloadType": "str", "x": 140, "y": 260, "wires": [ [ "exec_usb_video" ] ] }, { "id": "exec_usb_video", "type": "exec", "z": "edgesam_tab", "name": "USB Stream Launcher", "command": "cd /tmp && mkdir -p logs && chmod 777 logs && source /opt/tros/humble/setup.bash && echo '=== Auto-detect USB Camera ===' && DEVICE='' && for vdev in /dev/video{0..15}; do if [ -e \"$vdev\" ] && [ -c \"$vdev\" ]; then USB_PATH=$(udevadm info \"$vdev\" 2>&1 | grep 'ID_PATH=' | head -1 | cut -d'=' -f2) && if [ -n \"$USB_PATH\" ] && echo \"$USB_PATH\" | grep -qi usb; then if v4l2-ctl --device=\"$vdev\" --info >/dev/null 2>&1; then DEVICE=\"$vdev\" && echo \"✓ Found USB Camera: $DEVICE\" && v4l2-ctl --device=\"$DEVICE\" --info 2>&1 | grep -E 'Driver name|Card type' | head -2 && break; fi; fi; fi; done && if [ -z \"$DEVICE\" ]; then echo '⚠️ Device not found via USB path, trying by-path...' && if [ -d /dev/v4l/by-path ]; then for link in /dev/v4l/by-path/*usb*-video-index0; do if [ -L \"$link\" ]; then DEVICE=$(readlink -f \"$link\") && if v4l2-ctl --device=\"$DEVICE\" --info >/dev/null 2>&1; then echo \"✓ Found via by-path: $DEVICE\" && break; fi; fi; done; fi; fi && if [ -z \"$DEVICE\" ]; then echo '❌ No available USB camera found' && echo 'Please check if USB camera is connected' && exit 1; fi && echo \"Using Device: $DEVICE\" && ls -l \"$DEVICE\" 2>&1 && echo '=== Starting EdgeSAM USB Stream (with WebSocket) ===' && export CAM_TYPE=usb && ros2 launch mono_edgesam sam.launch.py device:=\"$DEVICE\" 2>&1 || (ERR_CODE=$? && echo \"Launch failed, error code: $ERR_CODE\" && exit $ERR_CODE)", "addpay": false, "append": "", "useSpawn": true, "timer": "0", "oldrc": false, "x": 380, "y": 260, "wires": [ [ "debug_usb_video_output" ], [ "debug_usb_video_error" ], [] ] }, { "id": "debug_usb_video_output", "type": "debug", "z": "edgesam_tab", "name": "USB Stream Output", "active": true, "tosidebar": true, "console": false, "tostatus": true, "complete": "payload", "targetType": "msg", "statusVal": "payload", "statusType": "auto", "x": 650, "y": 240, "wires": [] }, { "id": "debug_usb_video_error", "type": "debug", "z": "edgesam_tab", "name": "USB Stream Error", "active": true, "tosidebar": true, "console": false, "tostatus": false, "complete": "payload", "targetType": "msg", "statusVal": "", "statusType": "auto", "x": 650, "y": 280, "wires": [] }, { "id": "comment_mipi_video_section", "type": "comment", "z": "edgesam_tab", "name": "📹 MIPI Stream Segmentation Workflow", "info": "Start MIPI camera real-time stream for continuous segmentation", "x": 150, "y": 320, "wires": [] }, { "id": "inject_mipi_video", "type": "inject", "z": "edgesam_tab", "name": "📹 MIPI Camera Stream", "props": [ { "p": "payload" }, { "p": "topic", "vt": "str" } ], "repeat": "", "crontab": "", "once": false, "onceDelay": 0.1, "topic": "mipi_video", "payload": "start", "payloadType": "str", "x": 140, "y": 380, "wires": [ [ "exec_mipi_video" ] ] }, { "id": "exec_mipi_video", "type": "exec", "z": "edgesam_tab", "name": "MIPI Stream Launcher", "command": "cd /tmp && mkdir -p logs && chmod 777 logs && source /opt/tros/humble/setup.bash && export CAM_TYPE=mipi && ros2 launch mono_edgesam sam.launch.py", "addpay": false, "append": "", "useSpawn": true, "timer": "120", "oldrc": false, "x": 380, "y": 380, "wires": [ [ "debug_mipi_video_output" ], [ "debug_mipi_video_error" ], [] ] }, { "id": "debug_mipi_video_output", "type": "debug", "z": "edgesam_tab", "name": "MIPI Stream Output", "active": true, "tosidebar": true, "console": false, "tostatus": true, "complete": "payload", "targetType": "msg", "statusVal": "payload", "statusType": "auto", "x": 650, "y": 360, "wires": [] }, { "id": "debug_mipi_video_error", "type": "debug", "z": "edgesam_tab", "name": "MIPI Stream Error", "active": true, "tosidebar": true, "console": false, "tostatus": false, "complete": "payload", "targetType": "msg", "statusVal": "", "statusType": "auto", "x": 650, "y": 400, "wires": [] }, { "id": "comment_browser_section", "type": "comment", "z": "edgesam_tab", "name": "2️⃣ View Results", "info": "View real-time detection feed in browser", "x": 200, "y": 440, "wires": [] }, { "id": "inject_browser", "type": "inject", "z": "edgesam_tab", "name": "Open Web Visualization", "props": [ { "p": "payload" }, { "p": "topic", "vt": "str" } ], "repeat": "", "crontab": "", "once": false, "onceDelay": 0.1, "topic": "", "payload": "http://{host}:8000", "payloadType": "str", "x": 140, "y": 480, "wires": [ [ "openurl_browser" ] ] }, { "id": "openurl_browser", "type": "rdk-tools openurl", "z": "edgesam_tab", "name": "", "x": 380, "y": 480, "wires": [] }, { "id": "comment_control_section", "type": "comment", "z": "edgesam_tab", "name": "🎮 Controls", "info": "Stop Segmentation Service", "x": 150, "y": 680, "wires": [] }, { "id": "inject_stop", "type": "inject", "z": "edgesam_tab", "name": "Stop Segmentation Service", "props": [ { "p": "payload" } ], "repeat": "", "crontab": "", "once": false, "topic": "", "payload": "stop", "payloadType": "str", "x": 140, "y": 740, "wires": [ [ "exec_stop_all" ] ] }, { "id": "exec_stop_all", "type": "exec", "z": "edgesam_tab", "name": "Stop Service", "command": "sudo pkill -9 -f hobot_usb_cam; sudo pkill -9 -f mono_edgesam; sudo pkill -9 -f hobot_codec_republish; sudo pkill -9 -f websocket; sudo pkill -9 -f python3; sudo pkill -9 -f 'ros2 launch'; sudo pkill -9 -f 'ros2 run'; sleep 2; sudo rm -rf /dev/shm/*; ros2 daemon stop 2>/dev/null; sleep 1; echo '✓ Service stopped, resources freed'", "addpay": false, "append": "", "useSpawn": false, "timer": "10", "oldrc": false, "x": 350, "y": 740, "wires": [ [ "debug_stop_info" ], [], [] ] }, { "id": "debug_stop_info", "type": "debug", "z": "edgesam_tab", "name": "Stop Status", "active": true, "tosidebar": true, "console": false, "tostatus": true, "complete": "payload", "targetType": "msg", "statusVal": "payload", "statusType": "auto", "x": 550, "y": 740, "wires": [] }, { "id": "global_config_edgesam", "type": "global-config", "env": [], "modules": { "node-red-node-rdk-camera": "0.0.17", "node-red-contrib-image-tools": "2.1.1" } } ]