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Add TFLite object detection to reduce false positives

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Motion detection now optionally runs MobileNet V2 SSD (COCO, quantized)
on frames that trigger motion, identifying objects like people, cats, and
cars. Events without detected objects are suppressed by default. Snapshots
include bounding box annotations. New MCP tool vision_get_detections()
enables label-based queries.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Alex
2026-02-08 17:04:10 -06:00
parent 68c7e9772f
commit e1171e8ff8
11 changed files with 687 additions and 50 deletions
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server/requirements.txt
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@@ -12,3 +12,6 @@ python-dotenv>=1.0.0
# HTTP client (for posting events to collector)
httpx>=0.24.0
# Object detection (installed separately by setup.sh)
# tflite-runtime>=2.14.0