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tensorlayer3/docs/modules/visualize.rst

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  1. API - Visualization

  2. ================================

  3. 

  4. TensorFlow provides `TensorBoard <https://www.tensorflow.org/get_started/summaries_and_tensorboard>`_

  5. to visualize the model, activations etc. Here we provide more functions for data visualization.

  6. 

  7. .. automodule:: tensorlayer.visualize

  8. 

  9. .. autosummary::

  10. 

  11.    read_image

  12.    read_images

  13.    save_image

  14.    save_images

  15.    draw_boxes_and_labels_to_image

  16.    draw_mpii_pose_to_image

  17.    draw_weights

  18.    CNN2d

  19.    frame

  20.    images2d

  21.    tsne_embedding

  22. 

  23. 

  24. Save and read images

  25. ----------------------

  26. 

  27. Read one image

  28. ^^^^^^^^^^^^^^^^^

  29. .. autofunction:: read_image

  30. 

  31. Read multiple images

  32. ^^^^^^^^^^^^^^^^^^^^^^^^^^

  33. .. autofunction:: read_images

  34. 

  35. Save one image

  36. ^^^^^^^^^^^^^^^^^^^^^^^^^^

  37. .. autofunction:: save_image

  38. 

  39. Save multiple images

  40. ^^^^^^^^^^^^^^^^^^^^^^^^^^

  41. .. autofunction:: save_images

  42. 

  43. Save image for object detection

  44. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  45. .. autofunction:: draw_boxes_and_labels_to_image

  46. 

  47. 

  48. Save image for pose estimation (MPII)

  49. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  50. .. autofunction:: draw_mpii_pose_to_image

  51. 

  52. Visualize model parameters

  53. ------------------------------

  54. 

  55. Visualize CNN 2d filter

  56. ^^^^^^^^^^^^^^^^^^^^^^^^^^

  57. .. autofunction:: CNN2d

  58. 

  59. Visualize weights

  60. ^^^^^^^^^^^^^^^^^^^^^^^^^^

  61. .. autofunction:: draw_weights

  62. 

  63. Visualize images

  64. -----------------

  65. 

  66. Image by matplotlib

  67. ^^^^^^^^^^^^^^^^^^^^^

  68. .. autofunction:: frame

  69. 

  70. Images by matplotlib

  71. ^^^^^^^^^^^^^^^^^^^^^

  72. .. autofunction:: images2d

  73. 

  74. Visualize embeddings

  75. --------------------

  76. .. autofunction:: tsne_embedding