Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 20 of 37 for “"Keras"”.
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Applications of Machine Learning to Facilitate Software Engineering and Scientific Computing
… bridge connecting deep learning models in Keras with ones available in the Fortran programming language is also presented.</p> <p>In Chapter 2, we explore the applicability of transfer learning utilizing models pre-trained on non-software engineering data applied to the problem of …
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Generativní neuronová síť pro tvorbu syntetických fotorealistických obrazů
… rozhraní Tensorflow a v něm obsaženém rozhraní Keras. Model je natrénován na vybrané datové sadě a jsou zobrazeny výsledné vygenerované snímky. Finální model a jednotlivé snímky jsou nakonec vyhodnoceny pomocí různých metod hodnocení kvality.
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Solar panel damage identification using tensorflow lite
… to capture aerial photos and TensorFlow-Lite and Keras deep learning methods to determine if a panel has defects, such as debris, cracked panels, and hotspots. The model features an execution time of 0.185 seconds per picture. In addition, the model will run on an embedded system with a relatively …
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An optimizing compiler for ONNX models on heterogeneous systems
… to outperform ONNX runtime by up to 3.15x and Keras by up to 4.37x on certain workloads.
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Improvement of Decision on Coding Unit Split Mode and Intra-Picture Prediction by Machine Learning
… the help of supervised machine learning. We used Keras library as the main tool to implement the experiments. Key parameters were tuned for the model in our convolution neuron network. The coding tree unit mode decision time produced in the model was compared with that produced in HM software, and …
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Mathematical Connections between Convolutional Neural Networks and the Scattering Transformation
… but improved stability compared to that of two Keras Conv2D and MaxPooling2D layers.
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Control of Grid-Connected Converters using Deep Learning
… The LSTM model is built and trained using the Keras and TensorFlow libraries in Python and tested in Simulink. The performance of the LSTM-based controller is evaluated under different case studies and compared to the conventional method of control. Simulation results demonstrate the …
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Pengaruh premenstrual syndrome (PMS) terhadap motivasi belajar mahasiswi FKMS di UIN Malang
… karena orang Madura selain memiliki watak yang keras mereka juga memiliki watak pekerja ulet, sangat giat, pekerja keras, tidak mudah menyerah, dan pandai mengelola waktu. Pendekatan yang digunakan dalam penelitian ini adalah pendekatan kuantitatif dengan menggunakan teknik korelasi dan teknik …
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Pengaruh skarifikasi suhu dan lama perendaman dalam air terhadap perkecambahan biji kedawung (Parkia timoriana (DC) Merr)
… biji kedawung memiliki kulit biji yang tebal dan keras serta tergolong biji batu (stony seed) sehingga kekuatan embrio untuk muncul (emergence) direndahkan oleh kekuatan kulit biji. Tujuan dari penelitian ini adalah: (1) untuk mengetahui pengaruh skarifikasi suhu terhadap perkecambahan biji …
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Making computer vision Methods accessible for cell classification
… object detection training and testing called Keras R-CNN is presented. The applications investigated here show how computer vision can be a viable option for biologists who want to take advantage of their image data.
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Pengaruh konsentrasi dan lama perendaman dalam asam sulfat (H2SO4) terhadap perkecambahan benih saga pohon (Adenanthera pavonina L.)
… dengan biji kecil berwarna merah dan kulit biji keras. Saga Pohon (Adenanthera pavonina L.) merupakan tumbuhan serba guna, semua bagian tanaman bermanfaat mulai dari biji, kayu, kulit batang dan daunnya. Tanpa perlakuan pematahan dormansi Saga Pohon memiliki kemampuan berkecambah dalam waktu …
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Pembentukan model struktur pengurusan aset tak alih di Pihak Berkuasa Tempatan (PBT) Negeri Johor
… di negeri Johor. Laporan Audit secara khusus dan keras menegaskan negeri Johor berhadapan dengan kelemahan pematuhan prosedur serta dasar-dasar kerajaan dalam menguruskan projek sedangkan Pihak Berkuasa Tempatan (PBT) adalah pihak tunggal yang berkaliber untuk menguruskan aset fizikal awam dan …
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Leveraging Machine Learning and Causal Inference for Loan Default Prediction
… network models developed using TensorFlow and Keras to explore non-linear relationships in the data lacked in performance compared to the traditional models. Between the two RFE methods tested, the results showed that models that selected their features using DML were more consistent with each …
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Segmentation sémantique par réseaux neuronaux des espèces indésirables dans la culture du bleuet sauvage
… de réseaux neuronaux sous Tensorflow/Keras. Cette approche a permis de réduire considérablement l’effort d’acquisition et de classification de données réelles. Le travail s’est entièrement déroulé sur un ordinateur de bureau, sans nécessiter l’accès à des équipements spécialisés ou de …
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Understanding Adversarial Training: Improve Image Recognition Accuracy of Convolution Neural Network
… single layer, defined hyper-parameters in Keras, then train and test by the datasets and computed accuracy and loss of recognition. Second, I modify the network to adjust a network structure and hyper–parameters one by one, then compare to the basic network. Next, I found out the optimal …
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Automated End-to-End Management of the Deep Learning Lifecycle
… ModelKB currently supports TensorFlow 2.0, Keras, and PyTorch, and it can be extended to other deep learning frameworks easily. A video demo is available at https://youtu.be/XWiJpSM_jvA. Moreover, we study static call graphs to form a stepping-stone to facilitate the \textit{comprehension} …
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Analisis strategi pemasaran berbasis syariah (pendekatan marketing mix): Studi pada Hotel Grand Kalpataru Syariah Malang
… dengan sesuatu negatif seperti pesta minuman keras, narkotika, perjudian, dan prostitusi. Sehingga dengan berpedoman pada konsep syariah maka diharapkan hotel berbasis syariah dapat mengembangkan nilai-nilai syariat yang ada, salah satunya dapat dilakukan dengan mengoptimalkan syariah …
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Pengaruh menghafal al-Qur’an terhadap peningkatan kontrol diri siswa MTs Miftahul Ihsan Sentol Daya Sumenep Madura
… dan norma sosial, seperti tawuran, minum-minuman keras, seks bebas, mencuri dan lain sebagainya. Perilaku-perilaku tersebut dilakukan karena mereka tidak bisa atau sulit mengendalikan diri, ini tidak hanya terjadi di lingkungan sekolah umum seperti di SMP atau SMA saja, tetapi juga banyak terjadi …
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Enriquecendo bases de dados geoespaciais oficiais: uma abordagem híbrida para integração de topônimos colaborativos validados com inteligência artificial
… (YOLO) e reconhecimento óptico de caracteres (Keras-OCR) para extrair evidências visuais, consolidadas pelo Índice de Validação de Topônimos Colaborativos por Evidências Acumuladas (ICTVAE). A integração dessas etapas resultou em um processo unificado, aplicado no município de Belo Horizonte …
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