From b2da6562bb2193ff6752fddd80f216c2dbcf7faf Mon Sep 17 00:00:00 2001 From: Eric Zavesky Date: Mon, 16 Oct 2017 09:50:01 -0500 Subject: [PATCH] - minor revamp of pixelate code for better sizing --- README.md | 6 +++--- face_privacy_filter/transform_region.py | 7 ++++--- web_demo/images/commercial_pixelate.jpg | Bin 42211 -> 44716 bytes 3 files changed, 7 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index eaaae2c..1f2da14 100644 --- a/README.md +++ b/README.md @@ -78,9 +78,9 @@ launched locally. Afterwards, the sample application found in [web_demo](web_demo) uses a `localhost` service to classify and visualize the results of image classification. -* [DiCaprio celebrity face sample](web_demo/images/face_DiCaprio.jpg) [wikimedia source](https://en.wikipedia.org/wiki/Celebrity#/media/File:Leonardo_DiCaprio_visited_Goddard_Saturday_to_discuss_Earth_science_with_Piers_Sellers_(26105091624)_cropped.jpg) -* [Schwarzenegger celebrity face sample](web_demo/images/face_Schwarzenegger.jpg) [wikimedia source](https://upload.wikimedia.org/wikipedia/commons/thumb/0/0f/A._Schwarzenegger.jpg/220px-A._Schwarzenegger.jpg) -* [Commercial example](web_demo/images/commercial.jpg) [youtube source](https://www.youtube.com/watch?v=34KfCNapnUg) +* [DiCaprio celebrity face sample](web_demo/images/face_DiCaprio.jpg) ([wikimedia source](https://en.wikipedia.org/wiki/Celebrity#/media/File:Leonardo_DiCaprio_visited_Goddard_Saturday_to_discuss_Earth_science_with_Piers_Sellers_(26105091624)_cropped.jpg)) +* [Schwarzenegger celebrity face sample](web_demo/images/face_Schwarzenegger.jpg) ([wikimedia source](https://upload.wikimedia.org/wikipedia/commons/thumb/0/0f/A._Schwarzenegger.jpg/220px-A._Schwarzenegger.jpg)) +* [Commercial example](web_demo/images/commercial.jpg) ([youtube source](https://www.youtube.com/watch?v=34KfCNapnUg)) diff --git a/face_privacy_filter/transform_region.py b/face_privacy_filter/transform_region.py index f106884..6f92bf6 100644 --- a/face_privacy_filter/transform_region.py +++ b/face_privacy_filter/transform_region.py @@ -81,9 +81,8 @@ class RegionTransform(BaseEstimator, ClassifierMixin): x_max = min(r[0]+r[2], img.shape[1]) y_max = min(r[1]+r[3], img.shape[0]) if self.transform_mode=="pixelate": - block_size = round(max(img.shape[0], img.shape[2])/15) img[r[1]:y_max, r[0]:x_max] = \ - RegionTransform.pixelate_image(img[r[1]:y_max, r[0]:x_max], block_size) + RegionTransform.pixelate_image(img[r[1]:y_max, r[0]:x_max]) # for now, we hard code to jpg output; TODO: add more encoding output (or try to match source?) img_binary = cv2.imencode(".jpg", img)[1].tostring() @@ -131,9 +130,11 @@ class RegionTransform(BaseEstimator, ClassifierMixin): # http://www.jeffreythompson.org/blog/2012/02/18/pixelate-and-posterize-in-processing/ @staticmethod - def pixelate_image(img, blockSize): + def pixelate_image(img, blockSize=None): if not img.shape[0] or not img.shape[1]: return img + if blockSize is None: + blockSize = round(max(img.shape[0], img.shape[2]) / 8) ratio = (img.shape[1] / img.shape[0]) if img.shape[0] < img.shape[1] else (img.shape[0] / img.shape[1]) blockHeight = round(blockSize * ratio) # so that we cover all image for x in range(0, img.shape[0], blockSize): diff --git a/web_demo/images/commercial_pixelate.jpg b/web_demo/images/commercial_pixelate.jpg index 26cf70a9ed5a00618c9e472623048d9ec2084abb..b5339382f6f6f060b455801d07123f698cb06e6f 100644 GIT binary patch delta 35240 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