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check for valid model type
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parent
6e288839be
commit
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@ -145,11 +145,7 @@ class EdgeTpuTfl(DetectionApi):
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self.boxes_tensor_index = boxes_details["index"]
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self.boxes_scale, self.boxes_zero_point = boxes_details["quantization"]
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else:
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if self.model_type not in [ModelTypeEnum.ssd, None]:
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logger.warning(
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f"Unsupported model_type '{self.model_type}' for EdgeTPU detector, falling back to SSD"
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)
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elif self.model_type == ModelTypeEnum.ssd:
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logger.debug("Using SSD preprocessing/postprocessing")
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# SSD model indices (4 outputs: boxes, class_ids, scores, count)
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@ -162,6 +158,11 @@ class EdgeTpuTfl(DetectionApi):
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self.output_class_ids_index = None
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self.output_class_scores_index = None
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else:
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raise Exception(
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f"{self.model_type} is currently not supported for edgetpu. See the docs for more info on supported models."
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)
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def _generate_anchors_and_strides(self):
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# for decoding the bounding box DFL information into xy coordinates
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all_anchors = []
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@ -334,8 +335,7 @@ class EdgeTpuTfl(DetectionApi):
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detections[:num_detections, 5] = final_boxes[:, 2] / self.model_width
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return detections
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else:
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# Default SSD model
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elif self.model_type == ModelTypeEnum.ssd:
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self.determine_indexes_for_non_yolo_models()
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boxes = self.interpreter.tensor(self.tensor_output_details[0]["index"])()[0]
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class_ids = self.interpreter.tensor(
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@ -366,3 +366,8 @@ class EdgeTpuTfl(DetectionApi):
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]
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return detections
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else:
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raise Exception(
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f"{self.model_type} is currently not supported for edgetpu. See the docs for more info on supported models."
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)
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