chrissen0814 / GlideFaceDetectionTransformation

A memory efficient Android image transformation library providing cropping above Face Detection (Face Centering) for Glide.

Glide face detection transformation

An Android image transformation library providing cropping above Face Detection for Glide

Are you using Picasso? PicassoFaceDetectionTransformation.

Are you using Fresco? FrescoFaceDetectionProcessor.

Results

Original Image

Results after cropping

Original Image

Results after cropping

Original Image

Results after cropping

Original Image

Results after cropping

You can read more on my Medium article.

How to use it?

STEP 1:

Grab via Gradle

repositories {
    jcenter()
}
dependencies {
    compile 'com.github.aryarohit07:glide-facedetection-transformation:0.3.0'
}

Or via Maven

<dependency>
  <groupId>com.github.aryarohit07</groupId>
  <artifactId>glide-facedetection-transformation</artifactId>
  <version>0.3.0</version>
</dependency>

STEP 2:

Initialize the detector (May be in onCreate() method)

GlideFaceDetector.initialize(context);

STEP 3:

Set glide transform

Glide.with(yourFragment)
    .load(yourUrl)
    .transform(new FaceCenterCrop())
    .into(yourView);

STEP 4:

The face detector uses native resources in order to do detection. For this reason, it is necessary to release the detector instance once it is no longer needed (May be in onDestory() method)

GlideFaceDetector.releaseDetector();

Note: If no face is detected, it will fallback to CENTER CROP.

Library dependencies:

com.google.android.gms:play-services-vision:9.4.0
com.github.bumptech.glide:glide:3.7.0

If you liked it, please Star it.

TODO

• Making it generic for any point.

Performance: Time taken to detect faces in the original image.

width	height	time taken(ms)
640	360	60-150
900	600	100-200
1280	720	250-350
1920	1080	350-400
2048	1536	500-550

License

Copyright 2016 Rohit Arya

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

   http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.