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@@ -35,6 +35,12 @@ For object classification:
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- Ideal when multiple attributes can coexist independently.
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- Example: Detecting if a `person` in a construction yard is wearing a helmet or not.
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:::note
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A tracked object can only have a single sub label. If you are using Face Recognition and you configure an object classification model for `person` using the sub label type, your sub label may not be assigned correctly as it depends on which enrichment completes its analysis first. Consider using the `attribute` type instead.
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:::
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## Assignment Requirements
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Sub labels and attributes are only assigned when both conditions are met:
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@@ -147,11 +147,11 @@ detectors:
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### EdgeTPU Supported Models
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| Model | Notes |
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| ------------------------------------- | ------------------------------------------- |
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| [MobileNet v2](#ssdlite-mobilenet-v2) | Default model |
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| [YOLOv9](#yolo-v9) | More accurate but slower than default model |
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| ----------------------- | ------------------------------------------- |
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| [Mobiledet](#mobiledet) | Default model |
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| [YOLOv9](#yolov9) | More accurate but slower than default model |
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#### SSDLite MobileNet v2
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#### Mobiledet
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A TensorFlow Lite model is provided in the container at `/edgetpu_model.tflite` and is used by this detector type by default. To provide your own model, bind mount the file into the container and provide the path with `model.path`.
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@@ -654,5 +654,5 @@ def write_classification_attempt(
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if len(files) > max_files:
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os.unlink(os.path.join(folder, files[-1]))
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except FileNotFoundError:
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except (FileNotFoundError, OSError):
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pass
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