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Code Issues Actions 2 Packages Projects Releases Wiki Activity

Embeddings tweaks (#16864)

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* make semantic search optional

* config

* frontend metrics

* docs

* tweak

* fixes

* also check genai cameras for embeddings context
This commit is contained in:
Josh Hawkins
2025-02-28 11:43:08 -07:00
committed by GitHub
parent db4152c4ca
commit 8d2f461350
11 changed files with 95 additions and 71 deletions
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frigate/stats/util.py
+19 -10
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@@ -282,16 +282,24 @@ def stats_snapshot(
}
stats["detection_fps"] = round(total_detection_fps, 2)
if config.semantic_search.enabled:
embeddings_metrics = stats_tracking["embeddings_metrics"]
stats["embeddings"] = {
"image_embedding_speed": round(
embeddings_metrics.image_embeddings_fps.value * 1000, 2
),
"text_embedding_speed": round(
embeddings_metrics.text_embeddings_sps.value * 1000, 2
),
}
stats["embeddings"] = {}
# Get metrics if available
embeddings_metrics = stats_tracking.get("embeddings_metrics")
if embeddings_metrics:
# Add metrics based on what's enabled
if config.semantic_search.enabled:
stats["embeddings"].update(
{
"image_embedding_speed": round(
embeddings_metrics.image_embeddings_fps.value * 1000, 2
),
"text_embedding_speed": round(
embeddings_metrics.text_embeddings_sps.value * 1000, 2
),
}
)
if config.face_recognition.enabled:
stats["embeddings"]["face_recognition_speed"] = round(
@@ -302,6 +310,7 @@ def stats_snapshot(
stats["embeddings"]["plate_recognition_speed"] = round(
embeddings_metrics.alpr_pps.value * 1000, 2
)
if "license_plate" not in config.objects.all_objects:
stats["embeddings"]["yolov9_plate_detection_speed"] = round(
embeddings_metrics.yolov9_lpr_fps.value * 1000, 2