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Deep Learning with Python, Second Edition. Yazar: Chollet, Francois

İçindekiler: “…-- 3.3 Keras and TensorFlow: A brief history -- 3.4 Setting up a deep learning workspace -- 3.4.1 Jupyter notebooks: The preferred way to run deep learning experiments -- 3.4.2 Using Colaboratory -- 3.5 First steps with TensorFlow -- 3.5.1 Constant tensors and variables -- 3.5.2 Tensor operations: Doing math in TensorFlow -- 3.5.3 A second look at the GradientTape API -- 3.5.4 An end-to-end example: A linear classifier in pure TensorFlow -- 3.6 Anatomy of a neural network: Understanding core Keras APIs -- 3.6.1 Layers: The building blocks of deep learning -- 3.6.2 From layers to models -- 3.6.3 The "compile" step: Configuring the learning process -- 3.6.4 Picking a loss function -- 3.6.5 Understanding the fit() method -- 3.6.6 Monitoring loss and metrics on validation data -- 3.6.7 Inference: Using a model after training -- Summary -- 4 Getting started with neural networks: Classification and regression -- 4.1 Classifying movie reviews: A binary classification example -- 4.1.1 The IMDB dataset -- 4.1.2 Preparing the data -- 4.1.3 Building your model -- 4.1.4 Validating your approach.…”
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Neural Network Computer Vision with OpenCV 5. Yazar: Nuti, Gopi Krishna

İçindekiler: “…OpenCV DNN Module -- Introduction -- Structure -- Objectives -- Deep learning frameworks -- TensorFlow -- PyTorch -- Keras -- Inference for computer vision -- Local inferencing -- Local CPUs -- Local GPUs -- Cloud -- Edge computing -- OpenCV DNN module -- History -- Features and limitations -- Capabilities -- Limitations -- Considerations -- Supported layers -- Unsupported layers and operations -- Important classes -- Conclusion -- Exercises -- 7. …”
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Deep Learning : Foundations and Concepts. Yazar: Bishop, Christopher M.

İçindekiler: “…The Bias-Variance Trade-off -- Exercises -- 5 Single-layer Networks: Classification -- 5.1. Discriminant Functions -- 5.1.1 Two classes -- 5.1.2 Multiple classes -- 5.1.3 1-of-K coding -- 5.1.4 Least squares for classification -- 5.2. …”
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Ergonomics in Caring for People Proceedings of the International Conference on Humanizing Work and Work Environment 2015 /

İçindekiler: “….- Chapter 10: Knowledge-Attitude-Practice (Kap) Study and Nutrition Education of Athletic and Non-Athletic Teenagers (13-18 Years) -- Chapter 11: A Study on Auditory Status of School Going Children Residing Near Railway Track -- Chapter 12: Assessment of Scapular Stability in Postpartum Females -A Longitudinal Study -- Chapter 13: General Health Related Physical Fitness Levels of College Going Girls from Maharashtra -- Chapter 14: Bagasse -A Replacement of Glass Wool as an Acoustic Material.- PART IV: Occupational Ergonomics.- Chapter 15: Manual Material Handling by Rural Women: An in-depth Analysis of the Body Pain Areas -- Chapter 16: Characterization of Drudgery of Farm Women in the Soybean Production System -- Chapter 17: Association of Job and Demographical Risk Factors with Occurrence of Neck Pain Among Hand Screen PrInting Workers -- Chapter 18: Effect of Fatigue on Hand Function in Dental Profession -- Chapter 19: Cardiac Stress Among Two Types of Handloom Weavers -- Chapter 20: Workspace Amenities for Assam Policewomen: Ergonomic Interventions -- Chapter 21: Physiological and Metabolic Status of Bus Drivers -- Chapter 22: Effectiveness of a Participatory Ergonomics Intervention to Improve Musculoskeletal Health: A Solomon Four-Group Study Among Manufacturing Industry Workers in Selangor, Malaysia.- PART V: Design Ergonomics.- Chapter 23: Ergonomic Intervention for Manual Harvesting in Agriculture: A Review -- Chapter 24: Skin-Bed Interface Pressure on Standard Hospital Mattress for Sitting, Prone and Supine Posture in Healthy Adults -- Chapter 25: Designing a Continuously Variable Transmission Mechanism for Economy Cars in India -- Chapter 26: A Brief Procedure for Ergonomic Design of Hand tool for Small Scale Industries -- Chapter 27: Designing Washroom for Wheelchair Users in Vocational Training Schools -- Chapter 28: Intra and Inter Reliability of Cervical Goniometer Used to Measure Cervical Range of Motion in Young Adults.- PART VI: User Experience.- Chapter 29: Number Plate Design for Bicycles: An Approach from Aesthetic and Ergonomic Perspective -- Chapter 30: Anthropomorphic Televisions are more Attractive: The Effect of Novelty -- Chapter 31: Identification of Aesthetically Favorable Interface Attributes for Better User Experience of Social Networking Application -- Chapter 32: Exploring Embedded Intelligence as a means of Minimizing Cognitive Load of Students in Electronics Engineering Instructional Laboratory Sessions -- Chapter 33: Product User Interfaces: A Study for the Meaning and Usability of Graphical User Interfaces in Indian Context -- Chapter 34: Effect of Baby-Like Product Personality on Visually Perceived Pleasure: A Case Study on Coffee Makers -- Chapter 35: Quantitative Probabilistic Widgets' as a method to improve Usability Performance of Data Entry Tasks.- PART VII: Cognitive Ergonomics.- Chapter 36: An Eye-Free Android Application for Visually Impaired Users -- Chapter 37: Meditation as a Countermeasure to Reduce Cognitive Decline during total Sleep Deprivation -- Chapter 38: Effects of Bharatnatyam Dancing on the Cognitive Ability of Adult Bengalee Females -- Chapter 39: A Cognitive Approach to Design of Habitats in Extraterrestrial Environments: Review of Literature -- Chapter 40: Mental Fatigue Quantification by Physiological and Neurophysiological Techniques: An Overview -- Chapter 41: Role of Language in Transfer of Tacit Knowledge: Case Study of Bamboo Crafts Making industries in North East India -- Chapter 42: Study of Visual Ergonomic Issues in Title Design in Popular Hindi Cinema Posters -- Chapter 43: Research in Driver-Vehicle Interaction: Indian Scenario.…”
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Advances in Informatics and Computing in Civil and Construction Engineering Proceedings of the 35th CIB W78 2018 Conference: IT in Design, Construction, and Management /

İçindekiler: “…Education, Training, and Learning with Technologies -- BIM4VET, towards BIM training recommendation for AEC professionals -- Teaching effective collaborative information delivery and management in response to a BIM mandate -- A Story of Online Construction Masters' Project: Is An Active Online Independent Study Course Possible? …”
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31st International Symposium on Shock Waves 2 Applications /

İçindekiler: “…dense particles bed interaction using two-fluid approach -- Chapter84.To the complex approach to the numerical investigation of the shock wave - dense particles bed interaction -- Chapter85.Numerical Study on Shock Wave Reflection over a Double Wedge in Dusty Gas -- Chapter86.Shock and Blast Wave Interaction With Hard Sand Pan -- Chapter87.Long time history of unsteady drag on shock accelerated micro-particles -- Chapter88.Shock Focusing Effect upon Interaction of a Shock with Low-Density Dust Cloud -- Chapter89.Shock-induced motion of a spherical particle floating in air -- Chapter90.Exploring the capability of a new shock tube facility to investigate shock interaction with inert particle columns -- Chapter91.MITIGATION OF BLAST IN A WATER MIST -- Chapter92.Shock wave propagation through a series of perforated plates -- Chapter93.Experimental Investigation of Strong Shock Heated Gases Interacting with Materials in Powder form -- Chapter94.Selective shock-refraction properties in non-ideal fluids -- Chapter95.A Numerical Investigation of Oblique Shock Waves in Non-Ideal Compressible-Fluid Flows -- Chapter96.Assessment of real gas effects on SCO2 flows with shock waves -- Chapter97.Structure of shock waves in noble gases under high density conditions. -- Chapter98.Mach 4 Shock Train Structures in Rectangular Ducts -- Chapter99.Control of Shock Trains within Supersonic Intakes through the addition of Cavities -- Chapter100.Experiments in Supersonic Gaseous Ejector using 2D PIV Technique -- Chapter101.Numerical analysis of surface heat flux in a forward facing cavity -- Chapter102.Large Eddy Simulation of Expansion Wave Diffraction -- Chapter103.In-pipe aerodynamic characteristics of a projectile in comparison with free-flight for transonic Mach numbers between 0.5 and 1.5 -- Chapter104.Experimental Investigation of Shock Wave Characteristics in Small Scale Circular Channel -- Chapter105.Shock Oscillation Studies with Varying Stagnation Pressure in a Supersonic Diffuser -- Chapter106.Measurement of shock wave attenuation in microchannels -- Chapter107.Surface jets produced from an underwater shock wave --.…”
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Proceedings of the Second International Conference on Computer and Communication Technologies IC3T 2015, Volume 2 /

İçindekiler: “…An Intelligent Packet Filtering Based on Bi-Layer Particle Swarm Optimization with Reduced Search Space -- Chapter 63. …”
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Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications FICTA 2016, Volume 1 /

İçindekiler: “…Text Document Classification with PCA and One-Class SVM -- Chapter 12. Data Mining Approach to Predict and Analyze the Cardiovascular Disease -- Chapter 13. …”
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31st International Symposium on Shock Waves 1 Fundamentals /

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