From 2ce99a7b4e5bc39b2d885be8bd139a798df6a985 Mon Sep 17 00:00:00 2001 From: divenswu Date: Mon, 24 Apr 2023 17:57:13 +0800 Subject: [PATCH] =?UTF-8?q?add:=E6=B7=BB=E5=8A=A0SeetaFace6Open=E7=9A=84?= =?UTF-8?q?=E4=BA=BA=E8=84=B8=E7=89=B9=E5=BE=81=E6=A8=A1=E5=9E=8B=E6=B5=8B?= =?UTF-8?q?=E8=AF=95=E7=94=A8=E4=BE=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../core/test/extract/FaceCompareTest.java | 72 ++++++++++++++++++ .../models/SeetaFaceOpenRecognitionTest.java | 53 +++++++++++++ .../images/faces/compare/1682052661610.jpg | Bin 0 -> 46991 bytes .../images/faces/compare/1682052669004.jpg | Bin 0 -> 35322 bytes .../images/faces/compare/1682053163961.jpg | Bin 0 -> 24003 bytes 5 files changed, 125 insertions(+) create mode 100755 face-search-core/src/test/java/com/visual/face/search/core/test/extract/FaceCompareTest.java create mode 100644 face-search-core/src/test/java/com/visual/face/search/core/test/models/SeetaFaceOpenRecognitionTest.java create mode 100644 face-search-core/src/test/resources/images/faces/compare/1682052661610.jpg create mode 100644 face-search-core/src/test/resources/images/faces/compare/1682052669004.jpg create mode 100644 face-search-core/src/test/resources/images/faces/compare/1682053163961.jpg diff --git a/face-search-core/src/test/java/com/visual/face/search/core/test/extract/FaceCompareTest.java b/face-search-core/src/test/java/com/visual/face/search/core/test/extract/FaceCompareTest.java new file mode 100755 index 0000000..2581a3d --- /dev/null +++ b/face-search-core/src/test/java/com/visual/face/search/core/test/extract/FaceCompareTest.java @@ -0,0 +1,72 @@ +package com.visual.face.search.core.test.extract; + +import com.visual.face.search.core.base.*; +import com.visual.face.search.core.domain.ExtParam; +import com.visual.face.search.core.domain.FaceImage; +import com.visual.face.search.core.domain.FaceInfo; +import com.visual.face.search.core.domain.ImageMat; +import com.visual.face.search.core.extract.FaceFeatureExtractor; +import com.visual.face.search.core.extract.FaceFeatureExtractorImpl; +import com.visual.face.search.core.models.*; +import com.visual.face.search.core.test.base.BaseTest; +import com.visual.face.search.core.utils.Similarity; +import org.opencv.core.Mat; +import org.opencv.imgcodecs.Imgcodecs; + +import java.util.Arrays; +import java.util.List; + +public class FaceCompareTest extends BaseTest { + + private static String modelPcn1Path = "face-search-core/src/main/resources/model/onnx/detection_face_pcn/pcn1_sd.onnx"; + private static String modelPcn2Path = "face-search-core/src/main/resources/model/onnx/detection_face_pcn/pcn2_sd.onnx"; + private static String modelPcn3Path = "face-search-core/src/main/resources/model/onnx/detection_face_pcn/pcn3_sd.onnx"; + private static String modelScrfdPath = "face-search-core/src/main/resources/model/onnx/detection_face_scrfd/scrfd_500m_bnkps.onnx"; + private static String modelCoordPath = "face-search-core/src/main/resources/model/onnx/keypoint_coordinate/coordinate_106_mobilenet_05.onnx"; + private static String modelArcPath = "face-search-core/src/main/resources/model/onnx/recognition_face_arc/glint360k_cosface_r18_fp16_0.1.onnx"; + private static String modelSeetaPath = "face-search-core/src/main/resources/model/onnx/recognition_fcae_seeta/face_recognizer_512.onnx"; +// private static String modelSeetaPath = "face-search-core/src/main/resources/model/onnx/recognition_fcae_seeta/face_recognizer_1024.onnx"; + private static String modelArrPath = "face-search-core/src/main/resources/model/onnx/attribute_gender_age/insight_gender_age.onnx"; + +// private static String imagePath = "face-search-core/src/test/resources/images/faces"; +// private static String imagePath1 = "face-search-core/src/test/resources/images/faces/debug/debug_0001.jpg"; +// private static String imagePath2 = "face-search-core/src/test/resources/images/faces/debug/debug_0001.jpg"; + private static String imagePath1 = "face-search-core/src/test/resources/images/faces/compare/1682052661610.jpg"; + private static String imagePath2 = "face-search-core/src/test/resources/images/faces/compare/1682052669004.jpg"; +// private static String imagePath2 = "face-search-core/src/test/resources/images/faces/compare/1682053163961.jpg"; + + + public static void main(String[] args) { +// Map map = getImagePathMap(imagePath); + FaceDetection insightScrfdFaceDetection = new InsightScrfdFaceDetection(modelScrfdPath, 1); + FaceKeyPoint insightCoordFaceKeyPoint = new InsightCoordFaceKeyPoint(modelCoordPath, 1); + FaceRecognition insightArcFaceRecognition = new InsightArcFaceRecognition(modelArcPath, 1); + FaceRecognition insightSeetaFaceRecognition = new SeetaFaceOpenRecognition(modelSeetaPath, 1); + FaceAlignment simple005pFaceAlignment = new Simple005pFaceAlignment(); + FaceAlignment simple106pFaceAlignment = new Simple106pFaceAlignment(); + FaceDetection pcnNetworkFaceDetection = new PcnNetworkFaceDetection(new String[]{modelPcn1Path, modelPcn2Path, modelPcn3Path}, 1); + FaceAttribute insightFaceAttribute = new InsightAttributeDetection(modelArrPath, 1); + + FaceFeatureExtractor extractor = new FaceFeatureExtractorImpl( + insightScrfdFaceDetection, pcnNetworkFaceDetection, insightCoordFaceKeyPoint, + simple005pFaceAlignment, insightSeetaFaceRecognition, insightFaceAttribute); + + Mat image1 = Imgcodecs.imread(imagePath1); + long s = System.currentTimeMillis(); + ExtParam extParam = ExtParam.build().setMask(false).setTopK(20).setScoreTh(0).setIouTh(0); + FaceImage faceImage1 = extractor.extract(ImageMat.fromCVMat(image1), extParam, null); + List faceInfos1 = faceImage1.faceInfos(); + long e = System.currentTimeMillis(); + System.out.println("image1 extract cost:"+(e-s)+"ms");; + + Mat image2 = Imgcodecs.imread(imagePath2); + s = System.currentTimeMillis(); + FaceImage faceImage2 = extractor.extract(ImageMat.fromCVMat(image2), extParam, null); + List faceInfos2 = faceImage2.faceInfos(); + e = System.currentTimeMillis(); + System.out.println("image2 extract cost:"+(e-s)+"ms"); + float similarity = Similarity.cosineSimilarity(faceInfos1.get(0).embedding.embeds, faceInfos2.get(0).embedding.embeds); + System.out.println("face similarity="+similarity); + + } +} diff --git a/face-search-core/src/test/java/com/visual/face/search/core/test/models/SeetaFaceOpenRecognitionTest.java b/face-search-core/src/test/java/com/visual/face/search/core/test/models/SeetaFaceOpenRecognitionTest.java new file mode 100644 index 0000000..9298e52 --- /dev/null +++ b/face-search-core/src/test/java/com/visual/face/search/core/test/models/SeetaFaceOpenRecognitionTest.java @@ -0,0 +1,53 @@ +package com.visual.face.search.core.test.models; + +import com.visual.face.search.core.base.FaceAlignment; +import com.visual.face.search.core.base.FaceKeyPoint; +import com.visual.face.search.core.base.FaceRecognition; +import com.visual.face.search.core.domain.FaceInfo; +import com.visual.face.search.core.domain.ImageMat; +import com.visual.face.search.core.models.InsightCoordFaceKeyPoint; +import com.visual.face.search.core.models.SeetaFaceOpenRecognition; +import com.visual.face.search.core.models.Simple005pFaceAlignment; +import com.visual.face.search.core.test.base.BaseTest; +import com.visual.face.search.core.utils.CropUtil; +import com.visual.face.search.core.utils.Similarity; +import org.opencv.core.Mat; +import org.opencv.imgcodecs.Imgcodecs; + +import java.util.Arrays; +import java.util.HashMap; +import java.util.Map; + +public class SeetaFaceOpenRecognitionTest extends BaseTest { + private static String modelCoordPath = "face-search-core/src/main/resources/model/onnx/keypoint_coordinate/coordinate_106_mobilenet_05.onnx"; + private static String modelSeetaPath = "face-search-core/src/main/resources/model/onnx/recognition_fcae_seeta/face_recognizer_512.onnx"; +// private static String modelSeetaPath = "face-search-core/src/main/resources/model/onnx/recognition_fcae_seeta/face_recognizer_1024.onnx"; + + private static String imagePath = "face-search-core/src/test/resources/images/faces"; +// private static String imagePath1 = "face-search-core/src/test/resources/images/faces/debug/debug_0001.jpg"; +// private static String imagePath2 = "face-search-core/src/test/resources/images/faces/debug/debug_0004.jpeg"; + private static String imagePath1 = "face-search-core/src/test/resources/images/faces/compare/1682052661610.jpg"; + private static String imagePath2 = "face-search-core/src/test/resources/images/faces/compare/1682052669004.jpg"; +// private static String imagePath2 = "face-search-core/src/test/resources/images/faces/compare/1682053163961.jpg"; + + public static void main(String[] args) { + FaceAlignment simple005pFaceAlignment = new Simple005pFaceAlignment(); + FaceKeyPoint insightCoordFaceKeyPoint = new InsightCoordFaceKeyPoint(modelCoordPath, 1); + FaceRecognition insightSeetaFaceRecognition = new SeetaFaceOpenRecognition(modelSeetaPath, 1); + + Mat image1 = Imgcodecs.imread(imagePath1); + Mat image2 = Imgcodecs.imread(imagePath2); +// image1 = CropUtil.crop(image1, FaceInfo.FaceBox.build(54,27,310,380)); +// image2 = CropUtil.crop(image2, FaceInfo.FaceBox.build(48,13,292,333)); +// image2 = CropUtil.crop(image2, FaceInfo.FaceBox.build(52,9,235,263)); + +// simple005pFaceAlignment.inference() + + FaceInfo.Embedding embedding1 = insightSeetaFaceRecognition.inference(ImageMat.fromCVMat(image1), null); + FaceInfo.Embedding embedding2 = insightSeetaFaceRecognition.inference(ImageMat.fromCVMat(image2), null); + float similarity = Similarity.cosineSimilarity(embedding1.embeds, embedding2.embeds); + System.out.println(similarity); +// System.out.println(Arrays.toString(embedding1.embeds)); +// System.out.println(Arrays.toString(embedding2.embeds)); + } +} diff --git a/face-search-core/src/test/resources/images/faces/compare/1682052661610.jpg b/face-search-core/src/test/resources/images/faces/compare/1682052661610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e487826c9aa5e859b227fa9643762c1e001030ad GIT binary patch literal 46991 zcmb@tbzB@z^Da8eE-dcuPH+qEBzOXW;E>?%ixb?E5ZoaIf>0EmYF0QXCPi;RbrIRHF= z4zK_KfDAxDqyQou!Bqfp5ZS+27W4=J|B)jAz*{Q-^0$sMynZNfZ+~q5su4aT{G$P~ z{S5vWhdrp??*W1@EFD}NoGl$3sd+iL06}Sm=a2`F@bU*U{DIgL6yZOkfUl4(f0X3i z3u)i`Wvmf}Cr=DssHw;*Jd^oD1gp)+(a{zG8vyL=U0`Z*($v~Iy427Ocr;)D75;-~ zWa8{7_2R{|2cQ4cfBgS@I-B|vJ21}v;Ok%U{~o|GHFGwBlYaqMH#T)Pv4i6(0Dz>K zIKo^20O>(a=kDV8fZ+##4}%8?$L}7n#a}q>0UQ5?%m3)8t3841bi#)O-N*=L0RWgI za5=S`i3QvT<^ddY*_&F~0{|8^9E;o8Ihew+Asjz~>o~&kgMUHe|MFw;U)adV_+Ot! zMi&3#zqr6H;T=Dk7};pTY<~qg%q{)!;QgJa0d29F!g~IvnrX z8!M~8F)kcmSi#x-g%MCKUF9|47_N^%ZsPm|o=bobj=4;Yo+`mHIULK{+bTbd_k-Nn z+)7pfjTh|k5e$z0>TAK(M&m*L 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