From 4bc01684f8c62ef8c0c3c14cf8a48ea667025622 Mon Sep 17 00:00:00 2001
From: Eklavya SARKAR <eklavya.sarkar@idiap.ch>
Date: Thu, 17 Mar 2022 14:22:26 +0100
Subject: [PATCH] added sources in main script
---
gen_morphs.py | 32 +++++++++++++++++++++++++++++---
1 file changed, 29 insertions(+), 3 deletions(-)
diff --git a/gen_morphs.py b/gen_morphs.py
index b5582ca..09be640 100644
--- a/gen_morphs.py
+++ b/gen_morphs.py
@@ -71,7 +71,15 @@ def make_dst_path(dst_path, type, alpha_val):
return full_dst_path
def make_opencv_morphs(PERMUTATIONS, SRC_DIR, dst_path, detector, predictor, fa, alpha):
- '''Loops over all given permutations to generate the opencv morph images.'''
+ '''
+ Loops over all given permutations to generate the opencv morph images.
+
+ Source:
+ -------
+ Copyright (c) 2016 Satya Mallick <spmallick@learnopencv.com>
+ All rights reserved. No warranty, explicit or implicit, provided.
+ https://learnopencv.com
+ '''
print('Generating OpenCV morphs with alpha', alpha)
# Loop
for f1, f2 in PERMUTATIONS:
@@ -139,7 +147,15 @@ def make_opencv_morphs(PERMUTATIONS, SRC_DIR, dst_path, detector, predictor, fa,
cv.imwrite(newname, imgMorph)
def make_facemorpher_morphs(PERMUTATIONS, SRC_DIR, WIDTH, HEIGHT, dst_path, alpha):
- '''Loops over all given permutations to generate the facemorph morph images.'''
+ '''
+ Loops over all given permutations to generate the facemorph morph images.
+
+ Source:
+ -------
+ This code is based on the original one by Alyssa Quek, cloned from the face_morpher repository.
+ To view the source repository of this code, visit:
+ https://github.com/alyssaq/face_morpher
+ '''
print('Generating FaceMorpher morphs with alpha', alpha)
# Loop
for f1, f2 in PERMUTATIONS:
@@ -204,7 +220,17 @@ def make_stylegan2_morphs(PERMUTATIONS, DST_SUFFIX, LATENTS_DIR, arg_dst_path, g
bob.io.base.save(img, newname)
def make_mipgan2_morphs(PERMUTATIONS, DST_SUFFIX, SRC_DIR, LATENTS_DIR, arg_dst_path, generator, cropper, alpha):
- '''Loops over all given permutations to generate the mipgan2 morph images.'''
+ '''
+ Loops over all given permutations to generate the mipgan2 morph images.
+
+ Source:
+ -------
+ The implementation is a modified version of the one described in:
+ Zhang, H., Venkatesh, S., Ramachandra, R., Raja, K., Damer, N. and Busch, C., 2021.
+ Mipgan—generating strong and high quality morphing attacks using identity prior driven gan.
+ IEEE Transactions on Biometrics, Behavior, and Identity Science, 3(3), pp.365-383.
+ URL: https://arxiv.org/abs/2009.01729
+ '''
# Get Morpher class, and set network (different init to Projector class)
morph = morpher.Morpher(alpha=alpha)
morph.set_network(generator.network)
--
GitLab