@@ -320,9 +320,18 @@ ml_sequence= {
320320 ' pattern' : ' {{face_detection_pattern}}' ,
321321 ' same_model_sequence_strategy' : ' union' # combine results below
322322 },
323- ' sequence' : [{
323+ ' sequence' : [
324+ {
325+ ' name' : ' Face Detection (TPU)' ,
326+ ' enabled' : ' no' , # make this yes if you want face detection with TPU first
327+ ' face_detection_framework' : ' tpu' ,
328+ ' face_weights' :' /var/lib/zmeventnotification/models/coral_edgetpu/ssd_mobilenet_v2_face_quant_postprocess_edgetpu.tflite' ,
329+ ' face_min_confidence' : 0.3
330+ },
331+ {
324332 ' name' :' Face Recognition (Dlib)' , # optional
325333 ' enabled' : ' yes' , # optional
334+ # 'pre_existing_labels': ['face'], # If you use TPU detection first, we can run this ONLY if TPU detects a face first
326335 ' save_unknown_faces' :' {{save_unknown_faces}}' ,
327336 ' save_unknown_faces_leeway_pixels' :{{save_unknown_faces_leeway_pixels}},
328337 ' face_detection_framework' : ' {{face_detection_framework}}' ,
@@ -338,13 +347,6 @@ ml_sequence= {
338347 ' cpu_max_processes' : {{cpu_max_processes}},
339348 ' cpu_max_lock_wait' : {{cpu_max_lock_wait}},
340349 ' max_size' :800
341- },
342- {
343- ' name' : ' Face Detection (TPU)' ,
344- ' enabled' : ' no' ,
345- ' face_detection_framework' : ' tpu' ,
346- ' face_weights' :' /var/lib/zmeventnotification/models/coral_edgetpu/ssd_mobilenet_v2_face_quant_postprocess_edgetpu.tflite' ,
347- ' face_min_confidence' : 0.3
348350 }]
349351 },
350352
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