New nodes for Hanwha Wave events, Anthropic Claude lookups, and attribute tracking enhance functionality. Updates include deployment IDs in webhooks, proximity detection improvements, and better CPU utilization for generic detectors. Platform gains bulk actions and thumbnails for search, label application from search details, and enhanced object label selection. Gateway v1.34.7 introduces ONNX improvements for YOLOv5/v8 models, snapshot thumbnails, and ONVIF auth optimizations.

Nodes

• 🍀 Trigger Hanwha Wave Event : Trigger a bookmark / event in Hanwha Wave VMS
• 🍀 Anthropic Claude Lookup : Lookup objects or scenes using Anthropic Claude
• 🍀 Track Attributes : Track object attributes and persist them over time
• Send HTTP Webhook : Add deployment id to webhook
• Custom Function Repo : Add configuration property
• Trigger an Event : Add event description
• Proximity Detector : Supports object within object & object contains object proximity types, can output proximity groups as object attributes instead of new objects
• Generic Detector : Improve CPU utilization

Platform

• Search enhancements
  • Bulk select & delete search results
  • Thumbnails for saved snapshots
  • Apply Labels to a file from search result detail view
• Node properties "object label" selection experience improved to support attribute selection as well

Gateway

v1.34.7 (Oct 30)

• Parallelized inference: TensorRT engine generation now handles ONNX with fixed batch (before it was required convert them to dynamic)
• AI Models: added inference parser for Ultralytics YOLOv5 and YOLOv8 models exported to ONNX format
• Generate thumbnails for Snapshot node output images
• Generate thumbnails for cameras/streams snapshots
• ONVIF auth optimizations to reuse digest auth headers and reduce auth frequency when monitoring existing cameras
• Yolo ONNX models now default to maintain_aspect_ratio enabled (letterbox mode)

New Custom Function Repo node enables loading custom functions from Git repositories. Nodes gain UUIDv4 event IDs, attribute modifications, metadata filters for webhooks, and improved object re-identification. Platform updates add file thumbnails, bulk deployment updates, and improved deployment details. Gateway v1.33.29 includes CPU leak fixes, performance enhancements, Triton support for license plates, reduced container sizes, and improved error handling.

Nodes

• 🍀 Custom Function Repo : Load custom functions from a Git repository
• Trigger an Event : Add a UUIDv4 event_id for all Events
• Modify and Merge Objects supports attribute modifications
• Send HTTP Webhook : Add filters for metadata sent in the webhook
• ReIdentify Objects : Prevent duplicate id’s for quick matches

Platform

• Dashboard: Add thumbnails to files widget
• Allow bulk updating deployments from deployments overview
• Display queued deployments info in deployment overview
• Make edit configuration icon into an actual button on deployment detail view

Gateway

v1.33.29

• Fix CPU leak (increasing CPU usage over time)
• Performance enhancements and profiling support
• Retry API requests on "connection error"
• Don't restart file based deployments when stall is detected
• Pre-install tensorflow==2.11 on lumeod containers
• Add triton support to License Plate Recognition model
• Reduce container sizes by 20+%

New Crop and Warp node simplifies video adjustments, while nodes gain support for custom text display, local SDK mode for license plates, and multi-class classification. Platform updates introduce shared stream URLs for external embedding and fix deployment form issues. Gateway v1.31.17 adds Ubuntu 24.04 support, per-node deployment metrics, and resolves deployment state update issues.

Nodes

• 🍀 Crop and Warp node for easier crop / perspective warp of input video
• Display Stream Info : Support to show custom text
• License Plate MMC Platerecognizer : Support local SDK mode
• Generic Classifier: Multi-class classification support

Platform

• 🍀 Shared Streams : Create signed stream URLs that can be shared, accessed and embedded outside Lumeo console
• Fix new (or copy) deployment form not respecting video source selection to limit gateway select options
• Use pipeline values after deploy-time property is reverted to non-overridable

Gateway

v1.31.17

• lumeod installer: Support Ubuntu 24.04
• Introduce per-node deployment metrics
• Fix deployment state update failure after restarting a large number of deployments

New Nvidia NIM Lookup node adds advanced scene and object lookup capabilities. Enhancements include synchronous lookups for license plates, event logging for triggers, fallback labels for classifiers, and attribute probabilities in stream info. Platform updates unify recordings and search views, with enhanced search overlays for specific sources. Gateway 1.30.27 introduces a zero-fps watchdog, container restart support, upgraded Jetson onnxruntime-gpu, and automatic local file cache cleanup when storage limits are exceeded.

Nodes

• 🍀 Nvidia NIM Lookup : Use Nvidia NIMs to lookup scenes and objects using large vision models
• License Plate MMC Platerecognizer :
  • FIx: LPR Platerecognizer add missing LPR region
  • Fix: Minimum lookup size is now respected
  • Enable synchronous lookup for clips
• Trigger an Event node now supports Events logging
• Generic Classifier: Generic classifier supports fallback labels when no classes are found. Useful for negative labels ("no ppe detected")
• Display Stream Info : Show attribute probabilities

Platform

• Unified files + search view to list all recordings and enable search amongst them. Head to Search to use.
• Search enhancement: Files overlay when selecting a search result now filters by that source, making it easy to review events that happened before and after on that specific camera/source.

Gateway

1.30.27

• Zero fps watchdog : Restart deployment if it is stalled for more than X minutes.
• onnxruntime-gpu in Jetson containers upgraded
• Support to restart gateway container from Lumeo console/API.
• Temporary local file cache is deleted when plan cloud storage limits are hit

New Google Gemini Lookup node enables advanced object and scene lookup. Nodes now support wildcards in trigger conditions, improved caption generation, and multiple recipients for email alerts. Platform updates include optimized WebRTC streaming, a gateway restart button, and enhanced trigger condition suggestions.

Nodes

• 🍀 Google Gemini Lookup : Perform object and scene lookup using Google Gemini
• All nodes: Support wildcards in trigger conditions
• Caption Generator : Improve model performance
• Trigger Email alert : Email node support comma separated To emails
  
  

Platform

• Improve WebRTC streaming by removing unused WebRTC connections
• Restart gateway button in gateway detail view
• Improved trigger condition suggestions

New nodes for object flow counting, motion detection, tailgating, and presence monitoring expand analytics capabilities. Enhancements to Roboflow AI models, motion detection, object filtering, and speed estimation add flexibility and precision. Gateway 1.28.16 includes barcode recognition support, Jetson version reporting, and updated STUN server configuration.

Nodes

• 🍀 Object Flow Counter : Breakdown single or multi line counts by object types
• 🍀 Object Motion Detection : Detect moving objects
• 🍀 Tailgating : Detects tailgating instances
• 🍀 Presence Monitor : Simplified version of Occupancy Monitor node, primarily geared towards Alarm monitoring use cases.
• AI Model by Roboflow : Add classifier support
• Motion Detection : Add camera motion detection capability
• Filter Objects : Add tracking point support, fix property group name
• Speed Estimation : add motion sensitivity and flagged objects, add option to display only flagged objects

Gateway

1.28.16 (2024-05-21)

• Add libzbar0 to gateway containers for Recognize Barcodes node
• Report Jetson version to Lumeo
• Switch STUN server address to traverse.lumeo.com

Natural language search for recorded clips and event-triggered indexing now supported. Gateway hardware stats and performance metrics are visible in the console. Gateway v1.27.8 features include clip thumbnails, improved log handling, extended stream status checks, and GPU issue detection during restarts.

Nodes

• 🍀 Create Search Index : Index objects, events and scenes to enable natural language AI search for recorded clips.
• 🍀 Trigger an Event node : Generate events based on trigger conditions that can be indexed for search.

Platform

• Search : Search clips uploaded to Lumeo cloud using natural language!
• 🍀 Gateway hardware configuration and utilization stats are now visible via Lumeo console & Dashboard

Gateway

1.27.8 (2024-04-30)

Features

• 🍀 Report Gateway performance metrics (CPU & GPU Utilization and Memory, Disk space) to Lumeo Console.
• 🍀 Add Thumbnails for saved clips.

Bug fixes

• Prevent dropping log messages when the size is too large
• Increase online status check timeout for streams

Enhancements

• Detect GPU driver issues during deployment restarts, and restart container when such issues are detected

Enhanced nodes include GPU optimizations for Generic Detector, advanced object filters, MQTT version specification, and external certificate support for Google Chat alerts. Platform updates add SSL verification controls, automatic deployment cleanup for deleted sources, and improved gateway token security. Gateway 1.25.10 introduces SSL verification control and configurable update windows for streamlined updates.

Nodes

• Generic Detector: Use GPU to export model with FP16, run with CUDA by default and make TRT engine optional to improve start times. Also adds support for parallelized inference engine to reduce memory consumption.
• Filter Objects : remove / retain non specified objects, and add "object within object" filters (#298)
• Publish and Receive MQTT Messages : Explicitly specify MQTT version
• Trigger Google Chat Alert : Support external certificate files.

Platform

• 🍀 Allow turning off SSL cert verification for streams using the disable cert verification flag in stream and camera settings
• Delete a source's deployments when the video source is deleted
• Prevent gateway tokens from accessing routes for other gateways

Gateway

1.25.10 (2024-03-27)

• 🍀 Allow turning off SSL cert verification for streams that have the disable cert verification flag set.
• 🍀 Support for update windows. Set time range during which to check for Gateway updates using the installer script.

New nodes for Roboflow models, camera reporting, face recognition, and Google Chat enhance AI and alerting capabilities. Deployments now inherit labels from cameras and streams. Gateway 1.23.67 introduces multi-GPU load balancing, custom object insertion, improved deployment stop behavior, and prevents runaway restarts for file-based deployments.

Nodes

• 🍀 AI Model by Roboflow : Added support for Roboflow models, expanding integration options for AI-driven workflows
• Publish to Lumeo Dashboard : The Lumeo dashboard node now reports cameras as sources, improving source visibility in workflows.
• Face Recognition Edge : Updated face recognition with new models, yaw calculation, and other improvements for better accuracy.
• Trigger Google Chat Alert : Custom action button support added for Google Chat integration.

Platform

• Deployments now inherit Labels from cameras & streams

Gateway

1.23.67 (2024-02-22)

• Multi-gpu load-balancing support in parallelized inference engine
• Enable custom functions to insert new objects
• Stop restarting file deployments in case of errors to prevent runaway restart loops when the source is corrupted or yields a pipeline error
• Improve deployment stop behavior

New and updated nodes for Axis IO, Jetson GPIO, MQTT, speed estimation, and webhooks enhance integration and functionality. Platform gains security updates, API pagination, and improved gateway performance. Gateway release 1.22.17 fixes deployment and WebRTC issues while adding YOLO ONNX model support.

Nodes

• 🍀 Axis Network IO Read and Axis Network IO Write nodes make it easy to integrate with devices like sirens, strobes or other digital inputs.
• 🍀 Jetson GPIO Read Node and Jetson GPIO Write Node to read and write digital inputs on Jetson devices.
• 🍀 Publish and Receive MQTT Messages lets you integrate with MQTT for IOT device communications
• Speed Estimation node updated to support pps (pixels per second) unit and add motion types (stop_and_go, hover, regular).
• Send HTTP Webhook now lets you send webhooks at the start or end of the pipeline.

Platform

• Security updates and enhancements; support for new single-use Gateway provisioning tokens.
• Improved performance of starting and stopping cloud gateways
• Add pagination to all API endpoints.

Gateway (1.22.17)

1.22.17 (2024-01-29)

• Improved deployment state management and fix for deployments stuck in stopping state
• Support for new Lumeo YOLO ONNX model format in the parallelized inference engine
• Fix WebRTC playback issues