Fatih commited on
Commit
ff2c3d6
1 Parent(s): 13daaa9

fix image_size usage

Browse files
Files changed (1) hide show
  1. utils.py +3 -3
utils.py CHANGED
@@ -14,15 +14,16 @@ def sahi_mmdet_inference(
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  overlap_height_ratio=0.2,
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  overlap_width_ratio=0.2,
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  image_size=640,
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- postprocess_type="UNIONMERGE",
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  postprocess_match_metric="IOS",
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  postprocess_match_threshold=0.5,
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  postprocess_class_agnostic=False,
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  ):
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  # standard inference
 
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  prediction_result_1 = sahi.predict.get_prediction(
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- image=image, detection_model=detection_model, image_size=image_size
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  )
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  visual_result_1 = sahi.utils.cv.visualize_object_predictions(
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  image=numpy.array(image),
@@ -34,7 +35,6 @@ def sahi_mmdet_inference(
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  prediction_result_2 = sahi.predict.get_sliced_prediction(
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  image=image,
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  detection_model=detection_model,
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- image_size=image_size,
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  slice_height=slice_height,
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  slice_width=slice_width,
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  overlap_height_ratio=overlap_height_ratio,
 
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  overlap_height_ratio=0.2,
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  overlap_width_ratio=0.2,
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  image_size=640,
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+ postprocess_type="GREEDYNMM",
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  postprocess_match_metric="IOS",
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  postprocess_match_threshold=0.5,
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  postprocess_class_agnostic=False,
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  ):
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  # standard inference
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+ detection_model.image_size = image_size
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  prediction_result_1 = sahi.predict.get_prediction(
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+ image=image, detection_model=detection_model
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  )
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  visual_result_1 = sahi.utils.cv.visualize_object_predictions(
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  image=numpy.array(image),
 
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  prediction_result_2 = sahi.predict.get_sliced_prediction(
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  image=image,
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  detection_model=detection_model,
 
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  slice_height=slice_height,
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  slice_width=slice_width,
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  overlap_height_ratio=overlap_height_ratio,