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Fix YOLOv8Detector deserialization #2283

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Merged
merged 3 commits into from
Jan 8, 2024
Merged

Fix YOLOv8Detector deserialization #2283

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8f43e8d
Fix YOLOv8Detector deserialization
nkovela1 Jan 8, 2024
e2e1ddf
Fix nit
nkovela1 Jan 8, 2024
cbdd648
Deserialize preditction decoder
nkovela1 Jan 8, 2024
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25 changes: 23 additions & 2 deletions keras_cv/models/object_detection/yolo_v8/yolo_v8_detector.py
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Original file line number Diff line number Diff line change
Expand Up @@ -641,10 +641,31 @@ def get_config(self):
"bounding_box_format": self.bounding_box_format,
"fpn_depth": self.fpn_depth,
"backbone": keras.saving.serialize_keras_object(self.backbone),
"label_encoder": self.label_encoder,
"prediction_decoder": self._prediction_decoder,
"label_encoder": keras.saving.serialize_keras_object(
self.label_encoder
),
"prediction_decoder": keras.saving.serialize_keras_object(
self._prediction_decoder
),
}

@classmethod
def from_config(cls, config):
config["backbone"] = keras.saving.deserialize_keras_object(
config["backbone"]
)
label_encoder = config.get("label_encoder")
if label_encoder is not None:
config["label_encoder"] = keras.saving.deserialize_keras_object(
label_encoder
)
prediction_decoder = config.get("prediction_decoder")
if prediction_decoder is not None:
config[
"prediction_decoder"
] = keras.saving.deserialize_keras_object(prediction_decoder)
return cls(**config)

@classproperty
def presets(cls):
"""Dictionary of preset names and configurations."""
Expand Down