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Add batch dims test
Restore existing non-batch dims test
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tests/workflows/unit_tests/core_steps/transformations/test_perspective_correction.py

Lines changed: 30 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -372,8 +372,8 @@ def test_correct_detections_with_keypoints():
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corrected_detections = correct_detections(
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detections=detections,
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perspective_transformer=transformer,
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transformed_rect_width=[100],
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transformed_rect_height=[100],
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transformed_rect_width=100,
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transformed_rect_height=100,
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)
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# then
@@ -397,6 +397,34 @@ def test_warp_image():
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parent_metadata=ImageParentMetadata(parent_id="test"), numpy_image=dummy_image
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)
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# when
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result = perspective_correction_block.run(
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images=[workflow_image_data],
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predictions=[dummy_predictions],
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perspective_polygons=[[[1, 1], [99, 1], [99, 99], [1, 99]]],
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transformed_rect_width=200,
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transformed_rect_height=200,
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extend_perspective_polygon_by_detections_anchor=None,
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warp_image=True,
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)
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# then
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assert "warped_image" in result[0], "warped_image key must be present in the result"
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assert isinstance(
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result[0]["warped_image"], WorkflowImageData
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), f"warped_image must be of type WorkflowImageData"
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def test_warp_image_batch_dims():
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# given
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dummy_image = np.random.randint(0, 255, (100, 100, 3), dtype=np.uint8)
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dummy_predictions = sv.Detections(xyxy=np.array([[10, 10, 20, 20]]))
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perspective_correction_block = PerspectiveCorrectionBlockV1()
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workflow_image_data = WorkflowImageData(
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parent_metadata=ImageParentMetadata(parent_id="test"), numpy_image=dummy_image
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)
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# when
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result = perspective_correction_block.run(
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images=[workflow_image_data],

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