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Muhammed Fatih Talu
Prof. Dr.
İNÖNÜ ÜNİVERSİTESİ
Publication
39
Review
9
CrossRef Cited
41
TR Dizin Cited
23
39
Publication
9
Review
41
CrossRef Cited
23
TR Dizin Cited
0000-0003-1166-8404
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Summary
Publications
Peer Review
Cited
Research Fields
Image Processing
Machine Learning
Artificial Intelligence
Institution
İNÖNÜ ÜNİVERSİTESİ
Publications
Multi-scale Residual Segmentation Network for Histopathological Image
Authors:
Zehra Bozdağ
,
Muhammed Fatih Talu
Published: 2024 ,
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1500666
FAVORITE
0
TOTAL DOWNLOAD COUNT
73
0
FAVORITE
73
TOTAL DOWNLOAD COUNT
MPROVIOT - Multi-Purpose IoT Rover Robot
Authors:
Ahmet Bağbars
,
Muhammed Fatih Talu
,
Nuh Alpaslan
Published: 2024 ,
Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1486465
FAVORITE
0
TOTAL DOWNLOAD COUNT
215
0
FAVORITE
215
TOTAL DOWNLOAD COUNT
Image-to-Image Translation with CNN Based Perceptual Similarity Metrics
Authors:
Sara Altun Güven
,
Emrullah Şahin
,
Muhammed Fatih Talu
Published: 2024 ,
Computer Science
DOI: 10.53070/bbd.1429596
FAVORITE
0
TOTAL DOWNLOAD COUNT
246
0
FAVORITE
246
TOTAL DOWNLOAD COUNT
A NEW ORTOGONAL REGULARIZATION APPROACH FOR DEEP NETWORKS
Authors:
Kazım Fırıldak
,
Gaffari Çelik
,
Muhammed Fatih Talu
Published: 2024 ,
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1390894
FAVORITE
0
TOTAL DOWNLOAD COUNT
283
0
FAVORITE
283
TOTAL DOWNLOAD COUNT
A Review on Self-Supervised Learning Methods in Computer Vision
Authors:
Serdar Alasu
,
Muhammed Fatih Talu
Published: 2024 ,
Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1201292
FAVORITE
0
TOTAL DOWNLOAD COUNT
208
0
FAVORITE
208
TOTAL DOWNLOAD COUNT
A New Production Recording Module Recommended for Online Analysis of Denim Fabrics Produced with Weaving Looms
Authors:
Muhammed Fatih Talu
,
Mahdi Hatami Varjovi
Published: 2023 ,
International Journal of Engineering Research and Development
DOI: 10.29137/umagd.982240
FAVORITE
0
TOTAL DOWNLOAD COUNT
315
0
FAVORITE
315
TOTAL DOWNLOAD COUNT
Parameter Analysis of Convolutional Neural Network Operated on Embedded Platform for Estimation of Combustion Efficiency in Coal Burners
Authors:
Veysel Gündüzalp
,
Gaffari Çelik
,
Muhammed Fatih Talu
,
Cem Onat
Published: 2023 ,
Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1190216
FAVORITE
0
TOTAL DOWNLOAD COUNT
273
0
FAVORITE
273
TOTAL DOWNLOAD COUNT
EVALUATION OF QUATERNION APPROACHES IN ESTIMATING THE POSITION OF SPHERICAL BODIES- LEACK DETECTION BALL APPLICATION
Authors:
Ersan Yazan
,
Muhammed Fatih Talu
Published: 2022 ,
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1089972
FAVORITE
0
TOTAL DOWNLOAD COUNT
550
0
FAVORITE
550
TOTAL DOWNLOAD COUNT
Comparison of Adaptive Sigmoid, Logistic Sigmoid and Tangent Hyperbolic Activation Functions in Fully Connected and Convolutional Neural Networks
Authors:
Mehmet Murat Turhan
,
Muhammed Fatih Talu
Published: 2022 ,
Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
652
0
FAVORITE
652
TOTAL DOWNLOAD COUNT
An Artificial Intelligence Regression Model for Prediction of NOx Emission from Flame Image
Authors:
Sedat Golgiyaz
,
Mahmut Daşkın
,
Cem Onat
,
Muhammed Fatih Talu
Published: 2022 ,
Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1213863
FAVORITE
0
TOTAL DOWNLOAD COUNT
406
0
FAVORITE
406
TOTAL DOWNLOAD COUNT
Using a New Generative Adversarial Network in Brain Tumor Segmentation and Detection
Authors:
Sara Altun Güven
,
Muhammed Fatih Talu
Published: 2022 ,
Computer Science
DOI: 10.53070/bbd.1172664
FAVORITE
0
TOTAL DOWNLOAD COUNT
386
0
FAVORITE
386
TOTAL DOWNLOAD COUNT
Automatic High-Resolution Mustache Pattern Synthesis From Denim Fabric
Authors:
Emrullah Şahin
,
Muhammed Fatih Talu
Published: 2022 ,
Computer Science
DOI: 10.53070/bbd.1173565
FAVORITE
0
TOTAL DOWNLOAD COUNT
306
0
FAVORITE
306
TOTAL DOWNLOAD COUNT
CNN-Based Fabric Defect Detection System on Loom Fabric Inspection
Authors:
Muhammed Fatih Talu
,
Kazım Hanbay
,
Mahdi Hatami Varjovi
Published: 2022 ,
Textile and Apparel
DOI: 10.32710/tekstilvekonfeksiyon.1032529
FAVORITE
0
TOTAL DOWNLOAD COUNT
1850
0
FAVORITE
1850
TOTAL DOWNLOAD COUNT
WY-NET: A NEW APPROACH to IMAGE SYNTHESIS with GENERATIVE ADVERSARIAL NETWORKS
Authors:
Emrullah Şahin
,
Muhammed Fatih Talu
Published: 2022 ,
Journal of Scientific Reports-A
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
384
0
FAVORITE
384
TOTAL DOWNLOAD COUNT
Fabric Defect Detection Using Customized Deep Convolutional Neural Network for Circular Knitting Fabrics
Authors:
Mahdi Hatami Varjovi
,
Muhammed Fatih Talu
,
Kazım Hanbay
Published: 2022 ,
Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1108264
FAVORITE
0
TOTAL DOWNLOAD COUNT
495
0
FAVORITE
495
TOTAL DOWNLOAD COUNT
Automatic Mustache Pattern Production on Denim Fabric with Generative Adversarial Networks
Authors:
Emrullah Şahin
,
Muhammed Fatih Talu
Published: 2022 ,
Computer Science
DOI: 10.53070/bbd.1019451
FAVORITE
0
TOTAL DOWNLOAD COUNT
426
0
FAVORITE
426
TOTAL DOWNLOAD COUNT
PAPSMEAR IMAGE SEGMENTATION WITH CONTRASTIVE LEARNING BASED GENERATIVE ADVERASRİAL NETWORKS
Authors:
Sara Altun
,
Muhammed Fatih Talu
Published: 2022 ,
Computer Science
DOI: 10.53070/bbd.1038007
FAVORITE
0
TOTAL DOWNLOAD COUNT
351
0
FAVORITE
351
TOTAL DOWNLOAD COUNT
Yönsel Türev Tabanlı Yakınsama Yaklaşımlarının Karşılaştırmalı Analizi
Authors:
Ersan Yazan
,
Muhammed Fatih Talu
Published: 2022 ,
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
619
0
FAVORITE
619
TOTAL DOWNLOAD COUNT
Integration of Fully Convolutional Network Based Architectures with Fully Connected Conditional Random Fields in Maize Seed Embryos Segmentation
Authors:
Serdar Alasu
,
Muhammed Fatih Talu
Published: 2022 ,
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
DOI: 10.35414/akufemubid.1013047
FAVORITE
0
TOTAL DOWNLOAD COUNT
638
0
FAVORITE
638
TOTAL DOWNLOAD COUNT
Çekişmeli üretken ağlarla Pap-Smear görüntüsü oluşturmada yeni bir yaklaşım
Authors:
Sara Altun
,
Muhammed Fatih Talu
Published: 2022 ,
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.939092
FAVORITE
0
TOTAL DOWNLOAD COUNT
547
0
FAVORITE
547
TOTAL DOWNLOAD COUNT
Performance Comparison of Generative Adversarial Networks in Synthetic Image Generation
Authors:
Emrullah Şahin
,
Muhammed Fatih Talu
Published: 2021 ,
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.985861
FAVORITE
0
TOTAL DOWNLOAD COUNT
887
0
FAVORITE
887
TOTAL DOWNLOAD COUNT
Position Estimation of In-Pipe Robot using Artificial Neural Network and Sensor Fusion
Authors:
Abdullah Erhan Akkaya
,
Muhammed Fatih Talu
,
Ömür Aydoğmuş
Published: 2021 ,
Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.898072
FAVORITE
0
TOTAL DOWNLOAD COUNT
903
0
FAVORITE
903
TOTAL DOWNLOAD COUNT
Review of Generative Adversarial Networks for Image-to-Image Translation and Image Synthesis
Authors:
Sara Altun
,
Muhammed Fatih Talu
Published: 2021 ,
Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.949116
FAVORITE
0
TOTAL DOWNLOAD COUNT
872
0
FAVORITE
872
TOTAL DOWNLOAD COUNT
Estimation of Upper Extremity Movement Performance in Stroke Patients with Artificial Learning Techniques
Authors:
Mücahit Çalışan
,
Muhammed Fatih Talu
Published: 2021 ,
Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.881205
FAVORITE
0
TOTAL DOWNLOAD COUNT
425
0
FAVORITE
425
TOTAL DOWNLOAD COUNT
Cancer Detection and Location Methods in Histopathological Images
Authors:
Zehra Bozdağ
,
Muhammed Fatih Talu
Published: 2021 ,
Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.888836
FAVORITE
0
TOTAL DOWNLOAD COUNT
3546
0
FAVORITE
3546
TOTAL DOWNLOAD COUNT
Investigation of Hyperparametry Methods and Kits for Deep Neural Networks
Authors:
Sara Altun
,
Muhammed Fatih Talu
Published: 2021 ,
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.767700
FAVORITE
0
TOTAL DOWNLOAD COUNT
3344
0
FAVORITE
3344
TOTAL DOWNLOAD COUNT
Comparison of Methods for Determining Activity from Physical Movements
Authors:
Mücahit Çalışan
,
Muhammed Fatih Talu
Published: 2021 ,
Journal of Polytechnic
DOI: 10.2339/politeknik.632070
FAVORITE
0
TOTAL DOWNLOAD COUNT
1144
0
FAVORITE
1144
TOTAL DOWNLOAD COUNT
Örtüşme ve Deforme Durumlarında Kapsül Ağ ile Evrişimsel Sinir Ağ Sınıflama Performanslarının Karşılaştırılması
Authors:
Kazım Fırıldak
,
Muhammed Fatih Talu
Published: 2020 ,
Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.755233
FAVORITE
0
TOTAL DOWNLOAD COUNT
666
0
FAVORITE
666
TOTAL DOWNLOAD COUNT
Comparative Analysis of Dimension Reduction Methods
Authors:
Mücahit Çalışan
,
Muhammed Fatih Talu
Published: 2020 ,
Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.707200
FAVORITE
0
TOTAL DOWNLOAD COUNT
3747
0
FAVORITE
3747
TOTAL DOWNLOAD COUNT
Investigation of generative adversarial network models' image generation performance
Authors:
Gaffari Çelik
,
Muhammed Fatih Talu
Published: 2020 ,
Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi
DOI: 10.25092/baunfbed.679608
FAVORITE
0
TOTAL DOWNLOAD COUNT
6903
0
FAVORITE
6903
TOTAL DOWNLOAD COUNT
Evrişimsel Sinir Ağlarında Kullanılan Transfer Öğrenme Yaklaşımlarının İncelenmesi
Authors:
Kazım Fırıldak
,
Muhammed Fatih Talu
Published: 2019 ,
Computer Science
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
9128
0
FAVORITE
9128
TOTAL DOWNLOAD COUNT
Estimation of Flue Gas Temperature by Image Processing and Machine Learning Methods
Authors:
Sedat Golgiyaz
,
Muhammed Fatih Talu
,
Cem Onat
Published: 2019 ,
Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.568348
FAVORITE
0
TOTAL DOWNLOAD COUNT
2281
0
FAVORITE
2281
TOTAL DOWNLOAD COUNT
Invesitigation of Pattern Spreading Approaches Used In Construction of "Synthetic Large Data"
Authors:
Gaffari Çelik
,
Muhammed Fatih Talu
Published: 2018 ,
Computer Science
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
979
0
FAVORITE
979
TOTAL DOWNLOAD COUNT
Su boru hatlarında sızıntı konum tespiti için genişletilmiş kalman filtresi tabanlı IMU sensör füzyonu uygulaması
Authors:
Abdullah Erhan Akkaya
,
Muhammed Fatih Talu
Published: 2017 ,
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.369872
FAVORITE
0
TOTAL DOWNLOAD COUNT
2040
0
FAVORITE
2040
TOTAL DOWNLOAD COUNT
FOURIER DÖNÜŞÜMÜ KULLANILARAK GERÇEK ZAMANLI KUMAŞ HATASI TESPİTİ
Authors:
Kazım Hanbay
,
Muhammed Fatih Talu
,
Ömer Faruk Özgüven
Published: 2017 ,
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.300604
FAVORITE
0
TOTAL DOWNLOAD COUNT
3529
0
FAVORITE
3529
TOTAL DOWNLOAD COUNT
YAPISAL ÖZELLİKLERİ KULLANAN PARÇACIK FİLTRESİ İLE UZUN SÜRELİ NESNE TAKİBİ
Authors:
Haluk Dilmen
,
Muhammet Fatih Talu
Published: 2017 ,
Gazi University Journal of Science Part C: Design and Technology
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
1262
0
FAVORITE
1262
TOTAL DOWNLOAD COUNT
Comparision of Automatic and Interactive Segmentatition Methods
Authors: Serdar Alasu,
Muhammed Fatih Talu
Published: 2016 ,
Computer Science
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
1032
0
FAVORITE
1032
TOTAL DOWNLOAD COUNT
Model Tabanlı Yapay Sinir Ağı Kullanarak Geliştirilmiş bir Kenar Çıkarma Motoru
Authors:
F. Talu
, Y. Tatar
Published: 2016 ,
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
739
0
FAVORITE
739
TOTAL DOWNLOAD COUNT
Coğrafi Bilgi Sistemlerin Kentsel Alt Yapı Sistemlerinde Kullanılması
Authors:
Mahmut Fırat
,
Ömer Dursun
,
Kenan İnce
,
M. Fatih Talu
,
Muhammed Talu
, Mahmut Aydoğdu
Published: 2015 ,
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: -
FAVORITE
0
TOTAL DOWNLOAD COUNT
1724
0
FAVORITE
1724
TOTAL DOWNLOAD COUNT
Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Computer Science
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Duzce University Journal of Science and Technology
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Engineering Research and Development
Journal of Polytechnic
Journal of Scientific Reports-A
Journal of Soft Computing and Artificial Intelligence
Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Sakarya University Journal of Science
Textile and Apparel
Turkish Journal of Nature and Science
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Editorial Board Memberships
Computer Science
Reviews
Computer Science
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Mugla Journal of Science and Technology
Publications
An Artificial Intelligence Regression Model for Prediction of NOx Emission from Flame Image
Authors:
Sedat Golgiyaz
,
Mahmut Daşkın
,
Cem Onat
,
Muhammed Fatih Talu
Published: 2022 ,
Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1213863
CITED
5
FAVORITE
0
TOTAL DOWNLOAD COUNT
406
5
CITED
0
FAVORITE
406
TOTAL DOWNLOAD COUNT
CNN-Based Fabric Defect Detection System on Loom Fabric Inspection
Authors:
Muhammed Fatih Talu
,
Kazım Hanbay
,
Mahdi Hatami Varjovi
Published: 2022 ,
Textile and Apparel
DOI: 10.32710/tekstilvekonfeksiyon.1032529
CITED
6
FAVORITE
0
TOTAL DOWNLOAD COUNT
1850
6
CITED
0
FAVORITE
1850
TOTAL DOWNLOAD COUNT
Fabric Defect Detection Using Customized Deep Convolutional Neural Network for Circular Knitting Fabrics
Authors:
Mahdi Hatami Varjovi
,
Muhammed Fatih Talu
,
Kazım Hanbay
Published: 2022 ,
Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1108264
CITED
1
FAVORITE
0
TOTAL DOWNLOAD COUNT
495
1
CITED
0
FAVORITE
495
TOTAL DOWNLOAD COUNT
Performance Comparison of Generative Adversarial Networks in Synthetic Image Generation
Authors:
Emrullah Şahin
,
Muhammed Fatih Talu
Published: 2021 ,
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.985861
CITED
1
FAVORITE
0
TOTAL DOWNLOAD COUNT
887
1
CITED
0
FAVORITE
887
TOTAL DOWNLOAD COUNT
Cancer Detection and Location Methods in Histopathological Images
Authors:
Zehra Bozdağ
,
Muhammed Fatih Talu
Published: 2021 ,
Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.888836
CITED
1
FAVORITE
0
TOTAL DOWNLOAD COUNT
3546
1
CITED
0
FAVORITE
3546
TOTAL DOWNLOAD COUNT
Investigation of Hyperparametry Methods and Kits for Deep Neural Networks
Authors:
Sara Altun
,
Muhammed Fatih Talu
Published: 2021 ,
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.767700
CITED
2
FAVORITE
0
TOTAL DOWNLOAD COUNT
3344
2
CITED
0
FAVORITE
3344
TOTAL DOWNLOAD COUNT
Comparison of Methods for Determining Activity from Physical Movements
Authors:
Mücahit Çalışan
,
Muhammed Fatih Talu
Published: 2021 ,
Journal of Polytechnic
DOI: 10.2339/politeknik.632070
CITED
3
FAVORITE
0
TOTAL DOWNLOAD COUNT
1144
3
CITED
0
FAVORITE
1144
TOTAL DOWNLOAD COUNT
Comparative Analysis of Dimension Reduction Methods
Authors:
Mücahit Çalışan
,
Muhammed Fatih Talu
Published: 2020 ,
Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.707200
CITED
3
FAVORITE
0
TOTAL DOWNLOAD COUNT
3747
3
CITED
0
FAVORITE
3747
TOTAL DOWNLOAD COUNT
Investigation of generative adversarial network models' image generation performance
Authors:
Gaffari Çelik
,
Muhammed Fatih Talu
Published: 2020 ,
Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi
DOI: 10.25092/baunfbed.679608
CITED
7
FAVORITE
0
TOTAL DOWNLOAD COUNT
6903
7
CITED
0
FAVORITE
6903
TOTAL DOWNLOAD COUNT
Estimation of Flue Gas Temperature by Image Processing and Machine Learning Methods
Authors:
Sedat Golgiyaz
,
Muhammed Fatih Talu
,
Cem Onat
Published: 2019 ,
Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.568348
CITED
8
FAVORITE
0
TOTAL DOWNLOAD COUNT
2281
8
CITED
0
FAVORITE
2281
TOTAL DOWNLOAD COUNT
Su boru hatlarında sızıntı konum tespiti için genişletilmiş kalman filtresi tabanlı IMU sensör füzyonu uygulaması
Authors:
Abdullah Erhan Akkaya
,
Muhammed Fatih Talu
Published: 2017 ,
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.369872
CITED
3
FAVORITE
0
TOTAL DOWNLOAD COUNT
2040
3
CITED
0
FAVORITE
2040
TOTAL DOWNLOAD COUNT
FOURIER DÖNÜŞÜMÜ KULLANILARAK GERÇEK ZAMANLI KUMAŞ HATASI TESPİTİ
Authors:
Kazım Hanbay
,
Muhammed Fatih Talu
,
Ömer Faruk Özgüven
Published: 2017 ,
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.300604
CITED
1
FAVORITE
0
TOTAL DOWNLOAD COUNT
3529
1
CITED
0
FAVORITE
3529
TOTAL DOWNLOAD COUNT
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