From 097f2166567f117b1982badbcd6d1b2c8c739f90 Mon Sep 17 00:00:00 2001 From: arunmandal53 Date: Sun, 12 May 2019 16:27:42 +0545 Subject: [PATCH 1/4] Delete requirements.txt --- requirements.txt | 21 --------------------- 1 file changed, 21 deletions(-) delete mode 100644 requirements.txt diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index f407bd5..0000000 --- a/requirements.txt +++ /dev/null @@ -1,21 +0,0 @@ -absl-py==0.1.10 -astroid==1.6.1 -bleach==1.5.0 -html5lib==0.9999999 -imutils==0.4.5 -isort==4.3.3 -lazy-object-proxy==1.3.1 -Markdown==2.6.11 -mccabe==0.6.1 -numpy==1.14.0 -opencv-python==3.4.0.12 -protobuf==3.5.1 -pylint==1.8.2 -scikit-learn==0.19.1 -scipy==1.0.0 -six==1.11.0 -sklearn==0.0 -tensorflow==1.5.0 -tensorflow-tensorboard==1.5.1 -Werkzeug==0.14.1 -wrapt==1.10.11 From f97758c6fad5f92929a5e19a0617011dcc3eb6db Mon Sep 17 00:00:00 2001 From: Arun Mandal Date: Fri, 1 Nov 2019 19:25:47 +0545 Subject: [PATCH 2/4] added requirements --- requirements.txt | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) create mode 100644 requirements.txt diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..010b0c1 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,20 @@ +absl-py==0.1.10 +astroid==1.6.1 +bleach==1.5.0 +html5lib==0.9999999 +imutils==0.4.5 +isort==4.3.3 +lazy-object-proxy==1.3.1 +Markdown==2.6.11 +mccabe==0.6.1 +numpy==1.14.0 +opencv-python==3.4.0.12 +protobuf>=3.6.1 +pylint==1.8.2 +scikit-learn==0.19.1 +scipy==1.0.0 +six==1.11.0 +sklearn==0.0 +tensorflow==1.12.2 +werkzeug>=0.15.3 +wrapt==1.10.11 From 430e77236b28a6c46c1726ec4ac41d919767c361 Mon Sep 17 00:00:00 2001 From: Arun Mandal Date: Thu, 23 Jan 2020 12:18:10 +0545 Subject: [PATCH 3/4] tweaks for accuracy and reduced false postive for face detection --- face_detect_demo.py | 22 ++++++++++++++++------ face_match_demo.py | 6 +++--- falsepositive/10115.jpeg | Bin 0 -> 236770 bytes falsepositive/10910.jpeg | Bin 0 -> 234676 bytes falsepositive/11751.jpeg | Bin 0 -> 262571 bytes falsepositive/11924.jpeg | Bin 0 -> 284327 bytes falsepositive/12498.jpeg | Bin 0 -> 199935 bytes falsepositive/12949.jpeg | Bin 0 -> 297523 bytes falsepositive/13123.jpeg | Bin 0 -> 537644 bytes falsepositive/2901.jpeg | Bin 0 -> 329670 bytes falsepositive/2958.jpeg | Bin 0 -> 204314 bytes falsepositive/3698.jpeg | Bin 0 -> 222801 bytes falsepositive/4719.jpeg | Bin 0 -> 225188 bytes falsepositive/4808.jpeg | Bin 0 -> 219546 bytes falsepositive/4972.jpeg | Bin 0 -> 222819 bytes falsepositive/5307.jpeg | Bin 0 -> 348818 bytes falsepositive/606.jpeg | Bin 0 -> 148236 bytes falsepositive/6436.jpeg | Bin 0 -> 266412 bytes falsepositive/6531.jpeg | Bin 0 -> 233326 bytes falsepositive/6577.jpeg | Bin 0 -> 318357 bytes falsepositive/7185.jpeg | Bin 0 -> 414039 bytes falsepositive/804.jpeg | Bin 0 -> 200051 bytes falsepositive/9408.jpeg | Bin 0 -> 250792 bytes falsepositive/9570.jpeg | Bin 0 -> 207278 bytes requirements.txt | 17 +++++++++++++++-- 25 files changed, 34 insertions(+), 11 deletions(-) create mode 100644 falsepositive/10115.jpeg create mode 100644 falsepositive/10910.jpeg create mode 100644 falsepositive/11751.jpeg create mode 100644 falsepositive/11924.jpeg create mode 100644 falsepositive/12498.jpeg create mode 100644 falsepositive/12949.jpeg create mode 100644 falsepositive/13123.jpeg create mode 100644 falsepositive/2901.jpeg create mode 100644 falsepositive/2958.jpeg create mode 100644 falsepositive/3698.jpeg create mode 100644 falsepositive/4719.jpeg create mode 100644 falsepositive/4808.jpeg create mode 100644 falsepositive/4972.jpeg create mode 100644 falsepositive/5307.jpeg create mode 100644 falsepositive/606.jpeg create mode 100644 falsepositive/6436.jpeg create mode 100644 falsepositive/6531.jpeg create mode 100644 falsepositive/6577.jpeg create mode 100644 falsepositive/7185.jpeg create mode 100644 falsepositive/804.jpeg create mode 100644 falsepositive/9408.jpeg create mode 100644 falsepositive/9570.jpeg diff --git a/face_detect_demo.py b/face_detect_demo.py index 1cf2524..0b763e1 100644 --- a/face_detect_demo.py +++ b/face_detect_demo.py @@ -11,9 +11,9 @@ # some constants kept as default from facenet minsize = 20 -threshold = [0.6, 0.7, 0.7] -factor = 0.709 -margin = 44 +threshold = [0.6, 0.8, 0.9] +factor = 0.709 #709 +margin = 0 input_image_size = 160 sess = tf.Session() @@ -26,7 +26,8 @@ def getFace(img): bounding_boxes, _ = detect_face.detect_face(img, minsize, pnet, rnet, onet, threshold, factor) if not len(bounding_boxes) == 0: for face in bounding_boxes: - if face[4] > 0.50: + print(face[4]) + if face[4] > 0.95: det = np.squeeze(face[0:4]) bb = np.zeros(4, dtype=np.int32) bb[0] = np.maximum(det[0] - margin / 2, 0) @@ -39,10 +40,19 @@ def getFace(img): return faces img = cv2.imread(args.img) -img = imutils.resize(img,width=1000) +h,w = img.shape[:2] +print(h) +print(w) +if h > 800: + img = imutils.resize(img,height=800) +if w > 800: + img = imutils.resize(img, width=800) faces = getFace(img) + for face in faces: cv2.rectangle(img, (face['rect'][0], face['rect'][1]), (face['rect'][2], face['rect'][3]), (0, 255, 0), 2) + cv2.imshow("each_face", face['face']) + cv2.waitKey(0) cv2.imshow("faces", img) cv2.waitKey(0) -cv2.destroyAllWindows() \ No newline at end of file +cv2.destroyAllWindows() diff --git a/face_match_demo.py b/face_match_demo.py index c60e5c2..6280783 100644 --- a/face_match_demo.py +++ b/face_match_demo.py @@ -12,9 +12,9 @@ # some constants kept as default from facenet minsize = 20 -threshold = [0.6, 0.7, 0.7] +threshold = [0.6, 0.8, 0.9] factor = 0.709 -margin = 44 +margin = 0 input_image_size = 160 sess = tf.Session() @@ -37,7 +37,7 @@ def getFace(img): bounding_boxes, _ = detect_face.detect_face(img, minsize, pnet, rnet, onet, threshold, factor) if not len(bounding_boxes) == 0: for face in bounding_boxes: - if face[4] > 0.50: + if face[4] > 0.95: det = np.squeeze(face[0:4]) bb = np.zeros(4, dtype=np.int32) 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