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| 1 | +EdgeDetector |
| 2 | +============ |
| 3 | + |
| 4 | +Edge detector uses `Sobel filter <https://en.wikipedia.org/wiki/Sobel_operator>`__ to create an image that emphasises edges. |
| 5 | + |
| 6 | +How to place it |
| 7 | +############### |
| 8 | + |
| 9 | +.. tabs:: |
| 10 | + |
| 11 | + .. code-tab:: py |
| 12 | + |
| 13 | + pipeline = dai.Pipeline() |
| 14 | + edgeDetector = pipeline.createEdgeDetector() |
| 15 | + |
| 16 | + .. code-tab:: c++ |
| 17 | + |
| 18 | + dai::Pipeline pipeline; |
| 19 | + auto edgeDetector = pipeline.create<dai::node::EdgeDetector>(); |
| 20 | + |
| 21 | + |
| 22 | +Inputs and Outputs |
| 23 | +################## |
| 24 | + |
| 25 | +.. code-block:: |
| 26 | +
|
| 27 | + ┌───────────────────┐ |
| 28 | + inputImage │ │ |
| 29 | + ──────────────►│ │ |
| 30 | + │ │ outputImage |
| 31 | + │ EdgeDetector ├───────────► |
| 32 | + inputConfig │ │ |
| 33 | + ──────────────►│ │ |
| 34 | + │ │ |
| 35 | + └───────────────────┘ |
| 36 | +
|
| 37 | +**Message types** |
| 38 | + |
| 39 | +- :code:`inputImage` - :ref:`ImgFrame` |
| 40 | +- :code:`inputConfig` - :ref:`EdgeDetectorConfig` |
| 41 | +- :code:`outputImage` - :ref:`ImgFrame` |
| 42 | + |
| 43 | +Usage |
| 44 | +##### |
| 45 | + |
| 46 | +.. tabs:: |
| 47 | + |
| 48 | + .. code-tab:: py |
| 49 | + |
| 50 | + pipeline = dai.Pipeline() |
| 51 | + edgeDetector = pipeline.createEdgeDetector() |
| 52 | + |
| 53 | + sobelHorizontalKernel = [[1, 0, -1], [2, 0, -2], [1, 0, -1]] |
| 54 | + sobelVerticalKernel = [[1, 2, 1], [0, 0, 0], [-1, -2, -1]] |
| 55 | + edgeDetector.initialConfig.setSobelFilterKernels(sobelHorizontalKernel, sobelVerticalKernel) |
| 56 | + |
| 57 | + .. code-tab:: c++ |
| 58 | + |
| 59 | + dai::Pipeline pipeline; |
| 60 | + auto edgeDetector = pipeline.create<dai::node::EdgeDetector>(); |
| 61 | + |
| 62 | + std::vector<std::vector<int>> sobelHorizontalKernel = {{1, 0, -1}, {2, 0, -2}, {1, 0, -1}}; |
| 63 | + std::vector<std::vector<int>> sobelVerticalKernel = {{1, 2, 1}, {0, 0, 0}, {-1, -2, -1}}; |
| 64 | + edgeDetector->setSobelFilterKernels(sobelHorizontalKernel, sobelVerticalKernel); |
| 65 | + |
| 66 | +Examples of functionality |
| 67 | +######################### |
| 68 | + |
| 69 | +- :ref:`Edge detector` |
| 70 | + |
| 71 | +Reference |
| 72 | +######### |
| 73 | + |
| 74 | +.. tabs:: |
| 75 | + |
| 76 | + .. tab:: Python |
| 77 | + |
| 78 | + .. autoclass:: depthai.EdgeDetector |
| 79 | + :members: |
| 80 | + :inherited-members: |
| 81 | + :noindex: |
| 82 | + |
| 83 | + .. tab:: C++ |
| 84 | + |
| 85 | + .. doxygenclass:: dai::node::EdgeDetector |
| 86 | + :project: depthai-core |
| 87 | + :members: |
| 88 | + :private-members: |
| 89 | + :undoc-members: |
| 90 | + |
| 91 | +.. include:: ../../includes/footer-short.rst |
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