Frigate NVR Updates

Track the development of Frigate, the AI-powered NVR for Home Assistant. Object detection improvements, camera support, and performance updates.

About this developer podcast

Frigate NVR Updates turns GitHub activity into short audio updates.

Episodes cover commits, pull requests, issues, and release work.

Use this page to listen, subscribe, and find related developer podcasts.

This show page is the public hub for the podcast. It has one stable listen URL.

Use it to find RSS feeds, recent episodes, related shows, and older episode links.

If the project is quiet, new episodes may pause until there is useful activity to summarize.

Recent episodes from Frigate NVR Updates

  1. Weekly Recap - Stability at Scale and Tracking Refinements

    37 pull requests and 18 commits focused on reliability for large deployments, camera tracking, and platform cleanup. The week delivered MQTT and threading fixes, ONVIF and Birdseye improvements, and modernization of dependencies and AI…

  2. Tracking Performance Gains and Login Flow Fix

    Tracking CPU use dropped sharply with single-threaded vision processing and fewer frame copies, while ffmpeg configuration, shared-memory safety, and login redirects round out a reliability-focused cycle.

  3. Reliability Notices, Autotracking Fixes, and Dependency Cleanup

    The week focused on reliability under load, with new system notices for backed-up processing and misconfigured streams, plus fixes for autotracking crashes, failed exports, and stalled classification. Backend and frontend dependencies…

  4. Ollama Vision Upgrades and Thread Safety Fixes

    Ollama gains local image embeddings and token cost probing in PR 24605, while related GenAI debugging and three hardening changes improve reliability and security. The pattern is more capable local AI paired with threading, access…

  5. Birdseye Stability and Reliability Hardening

    Four fixes merged on October 9th with no new features. The lead change is PR #24591 fixing Birdseye rapid camera switching when a camera limit is set, supported by defensive fixes for push notifications, auth, and classification training.

  6. Birdseye Stability Fix and Documentation Updates

    Activity is light and split with no single release theme. The highest-impact work is an open proposal to stop Birdseye rapidly switching cameras in single-camera view, alongside two merged documentation updates.

  7. Reolink Wizard Fix, MQTT Latency Cut and Docs Cleanup

    Reolink high-resolution setup, MQTT delivery, and FastAPI dependencies all got reliability fixes, alongside hardware doc corrections. The pattern is clearing stale friction where behavior and docs no longer matched reality.

  8. MQTT Scale Fix and Tracker Cleanup

    An MQTT reconnect fix for systems with high file descriptor counts resolves lost Home Assistant notifications, alongside ONVIF and autotracking simplification and mobile UI improvements. The pattern is stability at scale plus lower…

  9. Weekly Recap - Smarter Live Playback and Detection Reliability
  10. Pi Hardware Decode Fix and 0.18 Polish
  11. ONVIF and Autotracking Cleanup
  12. Startup Resilience and Restart Reliability
  13. Security Fix and State Reliability
  14. Auto Live Transcoding and Recording Reliability
  15. Flexible Model Scenes and Cleaner Storage
  16. Playback Reliability and Model Config Fixes
  17. Weekly Recap - Neural Engine on Mac, Ryzen AI, and Live View Reliability
  18. Live Grid Rework and Remembered Views
  19. Community XDNA2 Detector Docs and UI Tweaks
  20. Gemini Cost Fix and Ryzen AI Support
  21. Apple Silicon Acceleration and Notice Overhaul
  22. Apple Silicon Proposal and Reliability Fixes
  23. Opt-In Analytics Proposal and Safari Playback Parity
  24. Documentation Terms Aligned to UI
  25. Weekly Recap - GenAI Audio, Playback Control and New Detector Support
  26. DeepX NPU Support and Stability Fixes
  27. Semantic Search Reindex Fix
  28. Access Control and Error Handling Cleanup
  29. GenAI Gets Smarter, Config Validation Gets Honest
  30. Live View Reliability Fixes
  31. Web Frontend Cleanup Sprint
  32. Security Fixes and Dependency Overhaul
  33. Weekly Recap - Release Prep Meets Frontend Overhaul
  34. Dependency Cleanup and AI Description Reliability
  35. 0.19 Groundwork and a Frontend Cleanup Push
  36. 0.18 Ships, 0.19 Begins
  37. Face Recognition Gets a Rework and a Quick Follow-Up Fix
  38. Birdseye Flexibility Fix
  39. Visibility and Resilience Improvements
  40. Weekly Recap - System Health, Exports, and Hardware Reliability
  41. Fixing What's Broken at the Edges
  42. Interface Polish and a Hardware Decode Warning
  43. Export Flexibility and GPU Stability Fixes
  44. System Health Gets a Rework
  45. Detector Stability and GenAI Expansion
  46. Timeline and Preview Player Fixes
  47. Hardening and Stability Pass
  48. Weekly Recap - Container Hardening, Onboarding, and Export Fixes
  49. Container Hardening and Detector Recovery
  50. Contributor Policy Cleanup
  51. Cleanup Across Streaming and API Edges
  52. New Setup Wizard, Global Localization Push
  53. Export and Media Reliability Fixes
  54. Recording and Classification Cleanup
  55. Quietly Fixing Silent Failures
  56. Weekly Recap - Multi-Model Support & Container Security Hardening
  57. Container Hardening and Recording Reliability
  58. Locking Down the API
  59. Frame Handling Fix and Config Consolidation
  60. Database Query Indexes
  61. A Deadlock Fix and a New Detector
  62. Multi-Model Support and Storage Reliability
  63. MQTT Refactor and Beta Polish
  64. Weekly Recap - Runtime Flexibility & Security Hardening
  65. Core Systems Get a Beta Overhaul
  66. Audio Grouping and Capture Thread Cleanup
  67. Core Configuration Gets Sturdier
  68. API Hardening and a Path Traversal Fix
  69. GenAI Gets More Flexible, Cleanup Follows
  70. Birdseye Gets a Rework
  71. Export Polish and GenAI Lifecycle Fix
  72. Weekly Recap - Security Hardening & Timing Precision
  73. Small Fixes, Steady Maintenance
  74. Beta Cleanup and a Birdseye Rethink
  75. Localization Push and Beta Stabilization
  76. Trust Boundaries and Timing Bugs
  77. Stability Fixes for 0.18 Beta
  78. Weekly Recap - Stability Cleanup Ahead of 0.18
  79. 0.18 Beta Cleanup
  80. DeGirum Detector Removed
  81. Detector Cleanup and Bounding Box Fix
  82. Hidden Cameras, Consistent Rules
  83. Config Sync Bugs and Query Speedups
  84. OpenVINO Detector Crash Fix
  85. A Second Face Recognition Model Arrives — Twice
  86. Weekly Recap - Beta Stabilization & Global Reach
  87. Beta Fixes and a Wave of Translations
  88. A Zoom Library Pin, Twice
  89. Stability Fixes for the 0.18 Beta
  90. Closing Out 0.18 Beta Rough Edges
  91. Preview Storage Regression Fix
  92. Beta Cleanup Pass
  93. Weekly Recap - Runtime Config Reliability & Beta Cleanup
  94. 0.18 Beta Cleanup Continues
  95. Batch Config Bug Fixed
  96. Runtime Toggle State Finally Gets Fixed
  97. Beta Cleanup and Monitoring Accuracy
  98. Cleanup Sprint for 0.18 Beta
  99. Security Hardening and Accuracy Fixes
  100. Weekly Recap - Documentation Cleanup and Authentication Groundwork

Episode archive for Frigate NVR Updates

  1. Auth Expands, Face Recognition Gets Fixed
  2. Correctness Fixes Across Classification and Auth
  3. Documentation and Cleanup Day
  4. Cleanup and Streaming Bump
  5. Recording Reliability and Polish
  6. Cleaning Up Async and Code Quality
  7. Weekly Recap - Configuration Stability & Community Hardware
  8. Notifications Get Per-Camera Control
  9. Config Corruption Fix for Masks and Zones
  10. Chasing Down Stale State Bugs
  11. Weekly Recap - Stability and Developer Experience
  12. Infrastructure Improvements and Documentation
  13. Stability and Security Improvements
  14. Recording Watchdog Fix
  15. Chat System Improvements and Camera Analysis
  16. Configuration and Documentation Fixes
  17. Camera Setup and Recording Improvements
  18. Configuration Cleanup and Documentation Improvements
  19. Weekly Recap - Polish & Platform Improvements
  20. GPU Performance and Model Support
  21. Major Translation Expansion
  22. Multi-Component Maintenance
  23. Mobile Experience and Documentation Overhaul
  24. FFmpeg Upgrade and Player Enhancements
  25. Review Interface Customization
  26. Motion Search Performance Improvements
  27. Weekly Recap - User Experience Polish and Configuration Tools
  28. User Experience Refinements
  29. UI Standardization and Performance Fixes
  30. Runtime State Restoration and Live Streams Widget
  31. Profiles Enhancement and Export Controls
  32. UI Improvements and Security Fixes
  33. Motion Review Camera Filtering
  34. Weekly Recap - GenAI Platform & Debug Tools
  35. Debug Replay and Detection Resolution Fixes
  36. AI Chat Enhancements and Debug Fixes
  37. Security and Debug Improvements
  38. GenAI Refactor and UI Improvements
  39. Settings UI Improvements and Debug Replay Enhancements
  40. Settings UI Overhaul and Base Path Fixes
  41. Weekly Recap - Internationalization & System Improvements
  42. Chat Enhancement and System Fixes
  43. Chat Feature Enhancement
  44. GPU Performance and UI Improvements
  45. Filesystem Reliability and UI Improvements
  46. Cross-Camera Media Security Enhancement
  47. Internationalization Expansion and Quality Improvements
  48. Debug Logging Fix
  49. UI Improvements and Bug Fixes
  50. User Interface and AI Chat Improvements
  51. Face Recognition Fix and ROCm Optimization
  52. ROCm Optimizations and Authentication Fixes
  53. Intel GPU Stats Rewrite and Settings UI Improvements
  54. Weekly Recap - Infrastructure Improvements & User Experience
  55. Docker Generator and Debug Replay Improvements
  56. Ollama Cloud Integration and UI Fixes
  57. Timeline and Configuration Fixes
  58. Export Chapters and Birdseye Timing Fix
  59. Export Features and Build Fixes
  60. Core System Fixes
  61. Weekly Recap - UI Fixes & Performance Optimization
  62. Performance Optimizations and UI Improvements
  63. GenAI Optimizations and Modal Reverts
  64. Face Recognition Optimization and UI Fixes
  65. Security and User Interface Improvements
  66. Stream Reliability and Ecosystem Expansion
  67. Timestamped Sharing and Intel GPU Support
  68. Weekly Recap - Export System Overhaul & Infrastructure
  69. Weekly Recap - Test Infrastructure & User Interface Enhancements
  70. Weekly Recap - Global Translation Expansion
  71. GenAI Enhancements and Translation Updates
  72. Weekly Recap - UI Enhancements & AI Features
  73. GenAI Refactoring and Documentation Improvements
  74. UI Editor Improvements and AI Context Optimization
  75. Settings Interface and Stream Management Fixes
  76. Security Hardening and Chat Enhancements
  77. Major Documentation Overhaul and Configuration Improvements
  78. UI Performance Improvements and Bug Fixes
  79. Weekly Recap - Code Quality & API Improvements
  80. Chat Features and Review Interface Enhancements
  81. Code Quality and Export Fixes
  82. Classification Features and Bug Fixes
  83. GPU Support and Development Workflow Improvements
  84. Snapshot API Enhancement and Settings Internationalization
  85. Weekly Recap - Settings UI Expansion & Bug Fixes
  86. Documentation Fix for Axear Model Configuration
  87. GenAI Camera Monitoring and UI Improvements
  88. Camera Profiles and API Enhancements
  89. Security Fixes and UI Improvements
  90. Critical Bug Fixes and Memory Leak Patches
  91. Weekly Recap - AI Integration & Performance Enhancements
  92. Authentication and UI Improvements
  93. UI Improvements and Hardware Documentation
  94. UI Improvements and Bug Fix
  95. React 19 Migration and AXERA AI Support
  96. Documentation and GenAI Improvements
  97. Motion Filtering and AI Improvements
  98. GenAI Integration and Camera Management
  99. Weekly Recap - React 19 Upgrade and Motion Search Features
  100. UI Improvements and License Plate Recognition Fixes
  101. Dynamic Configuration Expansion
  102. React 19 Upgrade and Motion Search Features
  103. Debug Replay Feature and UI Improvements
  104. Dashboard Camera Visibility Fix
  105. Documentation Clarifications for Hardware Requirements
  106. Major Masks and Zones Improvements Plus GenAI Enhancements
  107. Version 0.17 Release and Early 0.18 Development
  108. YOLOv9 Documentation Fix
  109. RF-DETR Download Script Fix
  110. Documentation and Localization Week
  111. Object Attributes Processing Improvement
  112. Object Attribute Database Fixes
  113. UI Tooltip Fixes
  114. Beta Fixes and Model Reload
  115. API Event Classification Enhancement
  116. WebSocket Player Enhancement
  117. Snapshot API Enhancement
  118. Hardware Support and Bug Fixes
  119. Hailo Installation Fixes and Event Management
  120. Beta Fixes and Language Expansion
  121. Networking and Beta Fixes
  122. Beta Fixes and Reversions
  123. Network Configuration and Bug Fixes
  124. Beta Bug Fixes and GenAI Schema Updates
  125. Offline Camera Handling and ROCm GPU Updates
  126. Gemini Integration and Classification Fixes
  127. LLM Chat API and Beta Fixes
  128. Directory Cleanup Fix
  129. Recording Cleanup Performance Improvement
  130. Recording Crash Fix
  131. Week of January 06 - January 13, 2026
  132. January 12, 2026
  133. January 11, 2026
  134. January 10, 2026
  135. January 09, 2026
  136. January 08, 2026
  137. January 07, 2026
  138. January 06, 2026

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