From 75261a6e00050ce01fac5c0be215e70f8746b0f3 Mon Sep 17 00:00:00 2001 From: Laurent COLBOIS <lcolbois@.idiap.ch> Date: Mon, 31 May 2021 18:11:06 +0200 Subject: [PATCH] Changed cropping examples to be directly generated by code --- bob/bio/face/config/baseline/helpers.py | 4 +-- doc/conf.py | 2 +- doc/faq.rst | 33 ++---------------- doc/img/cropping_example_dnn.png | Bin 45202 -> 0 bytes doc/img/cropping_example_legacy.png | Bin 35251 -> 0 bytes doc/img/cropping_example_pad.png | Bin 43671 -> 0 bytes doc/plot/default_crops.py | 43 ++++++++++++++++++++++++ 7 files changed, 48 insertions(+), 34 deletions(-) delete mode 100644 doc/img/cropping_example_dnn.png delete mode 100644 doc/img/cropping_example_legacy.png delete mode 100644 doc/img/cropping_example_pad.png create mode 100644 doc/plot/default_crops.py diff --git a/bob/bio/face/config/baseline/helpers.py b/bob/bio/face/config/baseline/helpers.py index c9795bdc..5a8cc944 100644 --- a/bob/bio/face/config/baseline/helpers.py +++ b/bob/bio/face/config/baseline/helpers.py @@ -1,6 +1,6 @@ from sklearn.pipeline import make_pipeline from bob.pipelines import wrap -from bob.bio.face.helpers import face_crop_solver +from bob.bio.face import helpers import numpy as np import logging @@ -237,7 +237,7 @@ def make_cropper( transform_extra_arguments for wrapping the cropper with a SampleWrapper. """ - face_cropper = face_crop_solver( + face_cropper = helpers.face_crop_solver( cropped_image_size=cropped_image_size, cropped_positions=cropped_positions, fixed_positions=fixed_positions, diff --git a/doc/conf.py b/doc/conf.py index be5f7f3f..cc662761 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -26,7 +26,7 @@ extensions = [ 'sphinx.ext.napoleon', 'sphinx.ext.viewcode', 'sphinx.ext.mathjax', - #'matplotlib.sphinxext.plot_directive' + 'matplotlib.sphinxext.plot_directive' ] # Be picky about warnings diff --git a/doc/faq.rst b/doc/faq.rst index bebdd9a2..cf281bd6 100644 --- a/doc/faq.rst +++ b/doc/faq.rst @@ -38,35 +38,6 @@ There are currently three available modes : We present hereafter a visual example of those crops for the `eyes-center` annotation type. -.. figure:: img/cropping_example_source.png - :height: 250px - :align: left - :alt: Source image - :figclass: align-center - - Original face image - -.. figure:: img/cropping_example_legacy.png - :height: 250px - :align: right - :alt: Legacy crop - :figclass: align-center - - Legacy crop (160 x 128) - -.. figure:: img/cropping_example_dnn.png - :height: 250px - :align: left - :alt: DNN crop - :figclass: align-center - - DNN crop (160 x 160) - -.. figure:: img/cropping_example_pad.png - :height: 250px - :align: right - :alt: PAD crop - :figclass: align-center - - PAD crop (160 x 160) +.. plot:: plot/default_crops.py + :include-source: True \ No newline at end of file diff --git a/doc/img/cropping_example_dnn.png b/doc/img/cropping_example_dnn.png deleted file mode 100644 index 0b38460273d53be65bcfecc7a9a198913e49c26c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 45202 zcmXt<X*^W#`^U!`vJ9ytGBc!<ecxg*vQvbN>`Nj0zRr*sDoe>WmKMvGX%NOXc0!p! zjUmfek`Xe}WM};S9{eAibDo{odENJQ-RJsT*ZY%p$I^(0OPC7)0PvU?!>muAZ~k|2 zFrVI8v43I!01&_grgtx@NE`1^>uHo*-hA!yh=vYD3L@kw|H_0q``Xq?-(Cf7eHI9U zBA{K+F5591K5IKnb^VlyqDFtzW_TAZfn8}PcD?8Q0Z}xlJJ>a%3A>H;+CwnJPPA;p 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zv?0mevp{7Rr=fIXR*zq0=4(<}_va9S6sJAGMIs4?h84}K1Rzxk;`2~dm76`5fuH$m z#q(&+N%|Ad?7sY%_kO;dhiJ&XtHyBnGBaR6RSXya9zT7l=cC}$1}e>`NcWM-j>C=v ziXQSo15rL##P)F-icK=g1Z^H?R~S_(Xms<@4m@{bi8FSU=K93U&*36DmTSTni5)S< z$P9!EnW3WfsvBrSwLvQNA<Hh>=>1@+U{B&>=lAFO<+p$S@$cU=qNF?OJdf#aswxck z21?Rxu%(RAQj|~Enz1!820Z(@pWBWztAvb*{{!idJY)Q9I)wlL002ovPDHLkV1lYa BaG3xA diff --git a/doc/plot/default_crops.py b/doc/plot/default_crops.py new file mode 100644 index 00000000..2507cd4f --- /dev/null +++ b/doc/plot/default_crops.py @@ -0,0 +1,43 @@ +import bob.io.image +from bob.bio.face.helpers import get_default_cropped_positions +from bob.bio.face.preprocessor import FaceCrop +import matplotlib.pyplot as plt + +src = bob.io.image.load("../img/cropping_example_source.png") +modes = ["legacy", "dnn", "pad"] +cropped_images = [] + + +SIZE = 160 +# Pick cropping mode +for mode in modes: + if mode == "legacy": + cropped_image_size = (SIZE, 4 * SIZE // 5) + else: + cropped_image_size = (SIZE, SIZE) + + annotation_type = "eyes-center" + # Load default cropped positions + cropped_positions = get_default_cropped_positions( + mode, cropped_image_size, annotation_type + ) + + # Instanciate cropper and crop + cropper = FaceCrop( + cropped_image_size=cropped_image_size, + cropped_positions=cropped_positions, + fixed_positions={"reye": (480, 380), "leye": (480, 650)}, + color_channel="rgb", + ) + + cropped_images.append(cropper.transform([src])[0].astype("uint8")) + + +# Visualize cropped images +fig, axes = plt.subplots(2, 2, figsize=(10, 10)) + +for i, (img, label) in enumerate(zip([src] + cropped_images, ["original"] + modes)): + ax = axes[i // 2, i % 2] + ax.axis("off") + ax.imshow(bob.io.image.to_matplotlib(img)) + ax.set_title(label) -- GitLab