forked from Github/frigate
Simplify model config (#15881)
* Add migration to migrate to model_path * Simplify model config * Cleanup docs * Set config version * Formatting * Fix tests
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@@ -203,14 +203,13 @@ detectors:
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ov:
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type: openvino
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device: AUTO
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model:
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path: /openvino-model/ssdlite_mobilenet_v2.xml
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model:
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width: 300
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height: 300
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input_tensor: nhwc
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input_pixel_format: bgr
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path: /openvino-model/ssdlite_mobilenet_v2.xml
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labelmap_path: /openvino-model/coco_91cl_bkgr.txt
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record:
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@@ -144,7 +144,7 @@ detectors:
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#### SSDLite MobileNet v2
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An OpenVINO model is provided in the container at `/openvino-model/ssdlite_mobilenet_v2.xml` and is used by this detector type by default. The model comes from Intel's Open Model Zoo [SSDLite MobileNet V2](https://github.com/openvinotoolkit/open_model_zoo/tree/master/models/public/ssdlite_mobilenet_v2) and is converted to an FP16 precision IR model.
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An OpenVINO model is provided in the container at `/openvino-model/ssdlite_mobilenet_v2.xml` and is used by this detector type by default. The model comes from Intel's Open Model Zoo [SSDLite MobileNet V2](https://github.com/openvinotoolkit/open_model_zoo/tree/master/models/public/ssdlite_mobilenet_v2) and is converted to an FP16 precision IR model.
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Use the model configuration shown below when using the OpenVINO detector with the default OpenVINO model:
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@@ -506,11 +506,12 @@ detectors:
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cpu1:
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type: cpu
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num_threads: 3
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model:
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path: "/custom_model.tflite"
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cpu2:
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type: cpu
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num_threads: 3
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model:
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path: "/custom_model.tflite"
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```
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When using CPU detectors, you can add one CPU detector per camera. Adding more detectors than the number of cameras should not improve performance.
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@@ -637,8 +638,6 @@ detectors:
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hailo8l:
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type: hailo8l
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device: PCIe
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model:
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path: /config/model_cache/h8l_cache/ssd_mobilenet_v1.hef
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model:
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width: 300
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@@ -646,4 +645,5 @@ model:
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input_tensor: nhwc
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input_pixel_format: bgr
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model_type: ssd
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path: /config/model_cache/h8l_cache/ssd_mobilenet_v1.hef
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```
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@@ -52,7 +52,7 @@ detectors:
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# Required: name of the detector
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detector_name:
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# Required: type of the detector
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# Frigate provided types include 'cpu', 'edgetpu', 'openvino' and 'tensorrt' (default: shown below)
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# Frigate provides many types, see https://docs.frigate.video/configuration/object_detectors for more details (default: shown below)
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# Additional detector types can also be plugged in.
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# Detectors may require additional configuration.
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# Refer to the Detectors configuration page for more information.
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