SlideShare uma empresa Scribd logo

TensorFlow Tutorial Part 2 - LR, MLP, CNN Models

•Transferir como PPTX, PDF•
•
Sungjoon Choi
Sungjoon Choi

Image Classification using Custom Dataset (No More MNIST!)

Engenharia
1 de 29
TensorFlow tutorial Part2 Sungjoon Choi (sungjoon.choi@cpslab.snu.ac.kr)
Part1: TensorFlow tutorial Handling images Logistic regression Multi-layer perceptron Convolutional neural network
Overview 5 1. Load custom dataset 2. Define Logistic regression model 3, Define functions 4. Train the model
Load packages 6
Load custom dataset 7
Define Logistic regression model 8
Define functions 9
Train the model 10
Review 11 1. Load custom dataset 2. Define Logistic regression model 3, Define functions 4. Train the model
Part1: TensorFlow tutorial Handling images Logistic regression Multi-layer perceptron Convolutional neural network
Load packages 14
Load custom dataset 15
Define MLP model 16
Define functions 17
Train the model 18
Review 19 1. Load custom dataset 2. Define MLP model 3. Define functions 4. Train the model
Part1: TensorFlow tutorial Handling images Logistic regression Multi-layer perceptron Convolutional neural network
21
22
Load packages 23
Load custom dataset 24
Define CNN model (1/2) 25
Define CNN model (2/2) 26
Define functions 27
Train the model 28
Comparisons 29

Recomendados

TensorFlow Tutorial Part1
TensorFlow Tutorial Part1TensorFlow Tutorial Part1
TensorFlow Tutorial Part1Sungjoon Choi
 
Deep Learning in Computer Vision
Deep Learning in Computer VisionDeep Learning in Computer Vision
Deep Learning in Computer VisionSungjoon Choi
 
RNN and its applications
RNN and its applicationsRNN and its applications
RNN and its applicationsSungjoon Choi
 
CNN Tutorial
CNN TutorialCNN Tutorial
CNN TutorialSungjoon Choi
 
CNNs: from the Basics to Recent Advances
CNNs: from the Basics to Recent AdvancesCNNs: from the Basics to Recent Advances
CNNs: from the Basics to Recent AdvancesDmytro Mishkin
 
Convolutional neural networks for image classification — evidence from Kaggle...
Convolutional neural networks for image classification — evidence from Kaggle...Convolutional neural networks for image classification — evidence from Kaggle...
Convolutional neural networks for image classification — evidence from Kaggle...Dmytro Mishkin
 
Deep Learning Tutorial
Deep Learning Tutorial Deep Learning Tutorial
Deep Learning Tutorial Ligeng Zhu
 
Transfer Learning (D2L4 Insight@DCU Machine Learning Workshop 2017)
Transfer Learning (D2L4 Insight@DCU Machine Learning Workshop 2017)Transfer Learning (D2L4 Insight@DCU Machine Learning Workshop 2017)
Transfer Learning (D2L4 Insight@DCU Machine Learning Workshop 2017)Universitat Politècnica de Catalunya
 

Recomendados

TensorFlow Tutorial Part1
TensorFlow Tutorial Part1TensorFlow Tutorial Part1
TensorFlow Tutorial Part1Sungjoon Choi
 
Deep Learning in Computer Vision
Deep Learning in Computer VisionDeep Learning in Computer Vision
Deep Learning in Computer VisionSungjoon Choi
 
RNN and its applications
RNN and its applicationsRNN and its applications
RNN and its applicationsSungjoon Choi
 
CNN Tutorial
CNN TutorialCNN Tutorial
CNN TutorialSungjoon Choi
 
CNNs: from the Basics to Recent Advances
CNNs: from the Basics to Recent AdvancesCNNs: from the Basics to Recent Advances
CNNs: from the Basics to Recent AdvancesDmytro Mishkin
 
Convolutional neural networks for image classification — evidence from Kaggle...
Convolutional neural networks for image classification — evidence from Kaggle...Convolutional neural networks for image classification — evidence from Kaggle...
Convolutional neural networks for image classification — evidence from Kaggle...Dmytro Mishkin
 
Deep Learning Tutorial
Deep Learning Tutorial Deep Learning Tutorial
Deep Learning Tutorial Ligeng Zhu
 
Transfer Learning (D2L4 Insight@DCU Machine Learning Workshop 2017)
Transfer Learning (D2L4 Insight@DCU Machine Learning Workshop 2017)Transfer Learning (D2L4 Insight@DCU Machine Learning Workshop 2017)
Transfer Learning (D2L4 Insight@DCU Machine Learning Workshop 2017)Universitat Politècnica de Catalunya
 
Introduction to Convolutional Neural Networks
Introduction to Convolutional Neural NetworksIntroduction to Convolutional Neural Networks
Introduction to Convolutional Neural NetworksHannes Hapke
 
Electricity price forecasting with Recurrent Neural Networks
Electricity price forecasting with Recurrent Neural NetworksElectricity price forecasting with Recurrent Neural Networks
Electricity price forecasting with Recurrent Neural NetworksTaegyun Jeon
 
Modeling Electronic Health Records with Recurrent Neural Networks
Modeling Electronic Health Records with Recurrent Neural NetworksModeling Electronic Health Records with Recurrent Neural Networks
Modeling Electronic Health Records with Recurrent Neural NetworksJosh Patterson
 
Convolutional Neural Networks (CNN)
Convolutional Neural Networks (CNN)Convolutional Neural Networks (CNN)
Convolutional Neural Networks (CNN)Gaurav Mittal
 
Hands-on Deep Learning in Python
Hands-on Deep Learning in PythonHands-on Deep Learning in Python
Hands-on Deep Learning in PythonImry Kissos
 
Convolutional Neural Network
Convolutional Neural NetworkConvolutional Neural Network
Convolutional Neural NetworkJunho Cho
 
Modern Convolutional Neural Network techniques for image segmentation
Modern Convolutional Neural Network techniques for image segmentationModern Convolutional Neural Network techniques for image segmentation
Modern Convolutional Neural Network techniques for image segmentationGioele Ciaparrone
 
Synthetic dialogue generation with Deep Learning
Synthetic dialogue generation with Deep LearningSynthetic dialogue generation with Deep Learning
Synthetic dialogue generation with Deep LearningS N
 
Image classification using cnn
Image classification using cnnImage classification using cnn
Image classification using cnnDebarko De
 
Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015
Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015
Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015Jia-Bin Huang
 
Convolutional Neural Networks : Popular Architectures
Convolutional Neural Networks : Popular ArchitecturesConvolutional Neural Networks : Popular Architectures
Convolutional Neural Networks : Popular Architecturesananth
 
Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)
Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)
Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)Universitat Politècnica de Catalunya
 
ujava.org Deep Learning with Convolutional Neural Network
ujava.org Deep Learning with Convolutional Neural Network ujava.org Deep Learning with Convolutional Neural Network
ujava.org Deep Learning with Convolutional Neural Network 신동 강
 
CNN
CNNCNN
CNNUkjae Jeong
 
TypeScript and Deep Learning
TypeScript and Deep LearningTypeScript and Deep Learning
TypeScript and Deep LearningOswald Campesato
 
Deep Learning - RNN and CNN
Deep Learning - RNN and CNNDeep Learning - RNN and CNN
Deep Learning - RNN and CNNPradnya Saval
 
RNN & LSTM: Neural Network for Sequential Data
RNN & LSTM: Neural Network for Sequential DataRNN & LSTM: Neural Network for Sequential Data
RNN & LSTM: Neural Network for Sequential DataYao-Chieh Hu
 
Lecture 7: Recurrent Neural Networks
Lecture 7: Recurrent Neural NetworksLecture 7: Recurrent Neural Networks
Lecture 7: Recurrent Neural NetworksSang Jun Lee
 
Case Study of Convolutional Neural Network
Case Study of Convolutional Neural NetworkCase Study of Convolutional Neural Network
Case Study of Convolutional Neural NetworkNamHyuk Ahn
 
Introduction to CNN
Introduction to CNNIntroduction to CNN
Introduction to CNNShuai Zhang
 
Object Detection Methods using Deep Learning
Object Detection Methods using Deep LearningObject Detection Methods using Deep Learning
Object Detection Methods using Deep LearningSungjoon Choi
 
Semantic Segmentation Methods using Deep Learning
Semantic Segmentation Methods using Deep LearningSemantic Segmentation Methods using Deep Learning
Semantic Segmentation Methods using Deep LearningSungjoon Choi
 

Mais conteúdo relacionado

Mais procurados

Introduction to Convolutional Neural Networks
Introduction to Convolutional Neural NetworksIntroduction to Convolutional Neural Networks
Introduction to Convolutional Neural NetworksHannes Hapke
 
Electricity price forecasting with Recurrent Neural Networks
Electricity price forecasting with Recurrent Neural NetworksElectricity price forecasting with Recurrent Neural Networks
Electricity price forecasting with Recurrent Neural NetworksTaegyun Jeon
 
Modeling Electronic Health Records with Recurrent Neural Networks
Modeling Electronic Health Records with Recurrent Neural NetworksModeling Electronic Health Records with Recurrent Neural Networks
Modeling Electronic Health Records with Recurrent Neural NetworksJosh Patterson
 
Convolutional Neural Networks (CNN)
Convolutional Neural Networks (CNN)Convolutional Neural Networks (CNN)
Convolutional Neural Networks (CNN)Gaurav Mittal
 
Hands-on Deep Learning in Python
Hands-on Deep Learning in PythonHands-on Deep Learning in Python
Hands-on Deep Learning in PythonImry Kissos
 
Convolutional Neural Network
Convolutional Neural NetworkConvolutional Neural Network
Convolutional Neural NetworkJunho Cho
 
Modern Convolutional Neural Network techniques for image segmentation
Modern Convolutional Neural Network techniques for image segmentationModern Convolutional Neural Network techniques for image segmentation
Modern Convolutional Neural Network techniques for image segmentationGioele Ciaparrone
 
Synthetic dialogue generation with Deep Learning
Synthetic dialogue generation with Deep LearningSynthetic dialogue generation with Deep Learning
Synthetic dialogue generation with Deep LearningS N
 
Image classification using cnn
Image classification using cnnImage classification using cnn
Image classification using cnnDebarko De
 
Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015
Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015
Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015Jia-Bin Huang
 
Convolutional Neural Networks : Popular Architectures
Convolutional Neural Networks : Popular ArchitecturesConvolutional Neural Networks : Popular Architectures
Convolutional Neural Networks : Popular Architecturesananth
 
Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)
Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)
Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)Universitat Politècnica de Catalunya
 
ujava.org Deep Learning with Convolutional Neural Network
ujava.org Deep Learning with Convolutional Neural Network ujava.org Deep Learning with Convolutional Neural Network
ujava.org Deep Learning with Convolutional Neural Network 신동 강
 
TypeScript and Deep Learning
TypeScript and Deep LearningTypeScript and Deep Learning
TypeScript and Deep LearningOswald Campesato
 
Deep Learning - RNN and CNN
Deep Learning - RNN and CNNDeep Learning - RNN and CNN
Deep Learning - RNN and CNNPradnya Saval
 
RNN & LSTM: Neural Network for Sequential Data
RNN & LSTM: Neural Network for Sequential DataRNN & LSTM: Neural Network for Sequential Data
RNN & LSTM: Neural Network for Sequential DataYao-Chieh Hu
 
Lecture 7: Recurrent Neural Networks
Lecture 7: Recurrent Neural NetworksLecture 7: Recurrent Neural Networks
Lecture 7: Recurrent Neural NetworksSang Jun Lee
 
Case Study of Convolutional Neural Network
Case Study of Convolutional Neural NetworkCase Study of Convolutional Neural Network
Case Study of Convolutional Neural NetworkNamHyuk Ahn
 
Introduction to CNN
Introduction to CNNIntroduction to CNN
Introduction to CNNShuai Zhang
 

Mais procurados (20)

Introduction to Convolutional Neural Networks
Introduction to Convolutional Neural NetworksIntroduction to Convolutional Neural Networks
Introduction to Convolutional Neural Networks
 
Electricity price forecasting with Recurrent Neural Networks
Electricity price forecasting with Recurrent Neural NetworksElectricity price forecasting with Recurrent Neural Networks
Electricity price forecasting with Recurrent Neural Networks
 
Modeling Electronic Health Records with Recurrent Neural Networks
Modeling Electronic Health Records with Recurrent Neural NetworksModeling Electronic Health Records with Recurrent Neural Networks
Modeling Electronic Health Records with Recurrent Neural Networks
 
Convolutional Neural Networks (CNN)
Convolutional Neural Networks (CNN)Convolutional Neural Networks (CNN)
Convolutional Neural Networks (CNN)
 
Hands-on Deep Learning in Python
Hands-on Deep Learning in PythonHands-on Deep Learning in Python
Hands-on Deep Learning in Python
 
Convolutional Neural Network
Convolutional Neural NetworkConvolutional Neural Network
Convolutional Neural Network
 
Modern Convolutional Neural Network techniques for image segmentation
Modern Convolutional Neural Network techniques for image segmentationModern Convolutional Neural Network techniques for image segmentation
Modern Convolutional Neural Network techniques for image segmentation
 
Synthetic dialogue generation with Deep Learning
Synthetic dialogue generation with Deep LearningSynthetic dialogue generation with Deep Learning
Synthetic dialogue generation with Deep Learning
 
Image classification using cnn
Image classification using cnnImage classification using cnn
Image classification using cnn
 
Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015
Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015
Lecture 29 Convolutional Neural Networks - Computer Vision Spring2015
 
Convolutional Neural Networks : Popular Architectures
Convolutional Neural Networks : Popular ArchitecturesConvolutional Neural Networks : Popular Architectures
Convolutional Neural Networks : Popular Architectures
 
Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)
Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)
Optimization for Deep Networks (D2L1 2017 UPC Deep Learning for Computer Vision)
 
ujava.org Deep Learning with Convolutional Neural Network
ujava.org Deep Learning with Convolutional Neural Network ujava.org Deep Learning with Convolutional Neural Network
ujava.org Deep Learning with Convolutional Neural Network
 
CNN
CNNCNN
CNN
 
TypeScript and Deep Learning
TypeScript and Deep LearningTypeScript and Deep Learning
TypeScript and Deep Learning
 
Deep Learning - RNN and CNN
Deep Learning - RNN and CNNDeep Learning - RNN and CNN
Deep Learning - RNN and CNN
 
RNN & LSTM: Neural Network for Sequential Data
RNN & LSTM: Neural Network for Sequential DataRNN & LSTM: Neural Network for Sequential Data
RNN & LSTM: Neural Network for Sequential Data
 
Lecture 7: Recurrent Neural Networks
Lecture 7: Recurrent Neural NetworksLecture 7: Recurrent Neural Networks
Lecture 7: Recurrent Neural Networks
 
Case Study of Convolutional Neural Network
Case Study of Convolutional Neural NetworkCase Study of Convolutional Neural Network
Case Study of Convolutional Neural Network
 
Introduction to CNN
Introduction to CNNIntroduction to CNN
Introduction to CNN
 

Destaque

Object Detection Methods using Deep Learning
Object Detection Methods using Deep LearningObject Detection Methods using Deep Learning
Object Detection Methods using Deep LearningSungjoon Choi
 
Semantic Segmentation Methods using Deep Learning
Semantic Segmentation Methods using Deep LearningSemantic Segmentation Methods using Deep Learning
Semantic Segmentation Methods using Deep LearningSungjoon Choi
 
Deep Learning in Robotics
Deep Learning in RoboticsDeep Learning in Robotics
Deep Learning in RoboticsSungjoon Choi
 
Robot, Learning From Data
Robot, Learning From DataRobot, Learning From Data
Robot, Learning From DataSungjoon Choi
 
Inverse Reinforcement Learning Algorithms
Inverse Reinforcement Learning AlgorithmsInverse Reinforcement Learning Algorithms
Inverse Reinforcement Learning AlgorithmsSungjoon Choi
 
Kernel, RKHS, and Gaussian Processes
Kernel, RKHS, and Gaussian ProcessesKernel, RKHS, and Gaussian Processes
Kernel, RKHS, and Gaussian ProcessesSungjoon Choi
 
Word Embeddings - Introduction
Word Embeddings - IntroductionWord Embeddings - Introduction
Word Embeddings - IntroductionChristian Perone
 
텐서플로 걸음마 (TensorFlow Tutorial)
텐서플로 걸음마 (TensorFlow Tutorial)텐서플로 걸음마 (TensorFlow Tutorial)
텐서플로 걸음마 (TensorFlow Tutorial)Taejun Kim
 
텐서플로우 설치도 했고 튜토리얼도 봤고 기초 예제도 짜봤다면 TensorFlow KR Meetup 2016
텐서플로우 설치도 했고 튜토리얼도 봤고 기초 예제도 짜봤다면 TensorFlow KR Meetup 2016텐서플로우 설치도 했고 튜토리얼도 봤고 기초 예제도 짜봤다면 TensorFlow KR Meetup 2016
텐서플로우 설치도 했고 튜토리얼도 봤고 기초 예제도 짜봤다면 TensorFlow KR Meetup 2016Taehoon Kim
 
Neural Networks with Google TensorFlow
Neural Networks with Google TensorFlowNeural Networks with Google TensorFlow
Neural Networks with Google TensorFlowDarshan Patel
 
Deep Learning - Convolutional Neural Networks - Architectural Zoo
Deep Learning - Convolutional Neural Networks - Architectural ZooDeep Learning - Convolutional Neural Networks - Architectural Zoo
Deep Learning - Convolutional Neural Networks - Architectural ZooChristian Perone
 
Deep Learning - Convolutional Neural Networks
Deep Learning - Convolutional Neural NetworksDeep Learning - Convolutional Neural Networks
Deep Learning - Convolutional Neural NetworksChristian Perone
 
Recent Trends in Neural Net Policy Learning
Recent Trends in Neural Net Policy LearningRecent Trends in Neural Net Policy Learning
Recent Trends in Neural Net Policy LearningSungjoon Choi
 
Connection between Bellman equation and Markov Decision Processes
Connection between Bellman equation and Markov Decision ProcessesConnection between Bellman equation and Markov Decision Processes
Connection between Bellman equation and Markov Decision ProcessesSungjoon Choi
 
Value iteration networks
Value iteration networksValue iteration networks
Value iteration networksSungjoon Choi
 
"Semantic Segmentation for Scene Understanding: Algorithms and Implementation...
"Semantic Segmentation for Scene Understanding: Algorithms and Implementation..."Semantic Segmentation for Scene Understanding: Algorithms and Implementation...
"Semantic Segmentation for Scene Understanding: Algorithms and Implementation...Edge AI and Vision Alliance
 
Scene classification using Convolutional Neural Networks - Jayani Withanawasam
Scene classification using Convolutional Neural Networks - Jayani WithanawasamScene classification using Convolutional Neural Networks - Jayani Withanawasam
Scene classification using Convolutional Neural Networks - Jayani WithanawasamWithTheBest
 
Differentiable Neural Computer
Differentiable Neural ComputerDifferentiable Neural Computer
Differentiable Neural ComputerTaehoon Kim
 

Destaque (20)

Object Detection Methods using Deep Learning
Object Detection Methods using Deep LearningObject Detection Methods using Deep Learning
Object Detection Methods using Deep Learning
 
Semantic Segmentation Methods using Deep Learning
Semantic Segmentation Methods using Deep LearningSemantic Segmentation Methods using Deep Learning
Semantic Segmentation Methods using Deep Learning
 
Deep Learning in Robotics
Deep Learning in RoboticsDeep Learning in Robotics
Deep Learning in Robotics
 
Robot, Learning From Data
Robot, Learning From DataRobot, Learning From Data
Robot, Learning From Data
 
Inverse Reinforcement Learning Algorithms
Inverse Reinforcement Learning AlgorithmsInverse Reinforcement Learning Algorithms
Inverse Reinforcement Learning Algorithms
 
Kernel, RKHS, and Gaussian Processes
Kernel, RKHS, and Gaussian ProcessesKernel, RKHS, and Gaussian Processes
Kernel, RKHS, and Gaussian Processes
 
Word Embeddings - Introduction
Word Embeddings - IntroductionWord Embeddings - Introduction
Word Embeddings - Introduction
 
텐서플로 걸음마 (TensorFlow Tutorial)
텐서플로 걸음마 (TensorFlow Tutorial)텐서플로 걸음마 (TensorFlow Tutorial)
텐서플로 걸음마 (TensorFlow Tutorial)
 
TensorFlow
TensorFlowTensorFlow
TensorFlow
 
텐서플로우 설치도 했고 튜토리얼도 봤고 기초 예제도 짜봤다면 TensorFlow KR Meetup 2016
텐서플로우 설치도 했고 튜토리얼도 봤고 기초 예제도 짜봤다면 TensorFlow KR Meetup 2016텐서플로우 설치도 했고 튜토리얼도 봤고 기초 예제도 짜봤다면 TensorFlow KR Meetup 2016
텐서플로우 설치도 했고 튜토리얼도 봤고 기초 예제도 짜봤다면 TensorFlow KR Meetup 2016
 
Neural Networks with Google TensorFlow
Neural Networks with Google TensorFlowNeural Networks with Google TensorFlow
Neural Networks with Google TensorFlow
 
Deep Learning - Convolutional Neural Networks - Architectural Zoo
Deep Learning - Convolutional Neural Networks - Architectural ZooDeep Learning - Convolutional Neural Networks - Architectural Zoo
Deep Learning - Convolutional Neural Networks - Architectural Zoo
 
Deep Learning - Convolutional Neural Networks
Deep Learning - Convolutional Neural NetworksDeep Learning - Convolutional Neural Networks
Deep Learning - Convolutional Neural Networks
 
Robot Era
Robot EraRobot Era
Robot Era
 
Recent Trends in Neural Net Policy Learning
Recent Trends in Neural Net Policy LearningRecent Trends in Neural Net Policy Learning
Recent Trends in Neural Net Policy Learning
 
Connection between Bellman equation and Markov Decision Processes
Connection between Bellman equation and Markov Decision ProcessesConnection between Bellman equation and Markov Decision Processes
Connection between Bellman equation and Markov Decision Processes
 
Value iteration networks
Value iteration networksValue iteration networks
Value iteration networks
 
"Semantic Segmentation for Scene Understanding: Algorithms and Implementation...
"Semantic Segmentation for Scene Understanding: Algorithms and Implementation..."Semantic Segmentation for Scene Understanding: Algorithms and Implementation...
"Semantic Segmentation for Scene Understanding: Algorithms and Implementation...
 
Scene classification using Convolutional Neural Networks - Jayani Withanawasam
Scene classification using Convolutional Neural Networks - Jayani WithanawasamScene classification using Convolutional Neural Networks - Jayani Withanawasam
Scene classification using Convolutional Neural Networks - Jayani Withanawasam
 
Differentiable Neural Computer
Differentiable Neural ComputerDifferentiable Neural Computer
Differentiable Neural Computer
 

Semelhante a TensorFlow Tutorial Part 2 - LR, MLP, CNN Models

StackNet Meta-Modelling framework
StackNet Meta-Modelling frameworkStackNet Meta-Modelling framework
StackNet Meta-Modelling frameworkSri Ambati
 
Getting your hands dirty with deep learning in java
Getting your hands dirty with deep learning in javaGetting your hands dirty with deep learning in java
Getting your hands dirty with deep learning in javaDave Snowdon
 
Training course lect3
Training course lect3Training course lect3
Training course lect3Noor Dhiya
 
MediaEval 2015 - UNED-UV @ Retrieving Diverse Social Images Task - Poster
MediaEval 2015 - UNED-UV @ Retrieving Diverse Social Images Task - PosterMediaEval 2015 - UNED-UV @ Retrieving Diverse Social Images Task - Poster
MediaEval 2015 - UNED-UV @ Retrieving Diverse Social Images Task - Postermultimediaeval
 
Deep Learning for Computer Vision - PyconDE 2017
Deep Learning for Computer Vision - PyconDE 2017Deep Learning for Computer Vision - PyconDE 2017
Deep Learning for Computer Vision - PyconDE 2017Alex Conway
 
Deep learning for molecules, introduction to chainer chemistry
Deep learning for molecules, introduction to chainer chemistryDeep learning for molecules, introduction to chainer chemistry
Deep learning for molecules, introduction to chainer chemistryKenta Oono
 
[PR12] PR-036 Learning to Remember Rare Events
[PR12] PR-036 Learning to Remember Rare Events[PR12] PR-036 Learning to Remember Rare Events
[PR12] PR-036 Learning to Remember Rare EventsTaegyun Jeon
 
Metaphorical Analysis of diseases in Tomato leaves using Deep Learning Algori...
Metaphorical Analysis of diseases in Tomato leaves using Deep Learning Algori...Metaphorical Analysis of diseases in Tomato leaves using Deep Learning Algori...
Metaphorical Analysis of diseases in Tomato leaves using Deep Learning Algori...IRJET Journal
 
Final training course
Final training courseFinal training course
Final training courseNoor Dhiya
 
Deep Learning Enabled Question Answering System to Automate Corporate Helpdesk
Deep Learning Enabled Question Answering System to Automate Corporate HelpdeskDeep Learning Enabled Question Answering System to Automate Corporate Helpdesk
Deep Learning Enabled Question Answering System to Automate Corporate HelpdeskSaurabh Saxena
 
A brief overview of java frameworks
A brief overview of java frameworksA brief overview of java frameworks
A brief overview of java frameworksMD Sayem Ahmed
 
Thesis Defense (Gwendal DANIEL) - Nov 2017
Thesis Defense (Gwendal DANIEL) - Nov 2017Thesis Defense (Gwendal DANIEL) - Nov 2017
Thesis Defense (Gwendal DANIEL) - Nov 2017Gwendal Daniel
 
Shifu plugin-trainer and pmml-adapter
Shifu plugin-trainer and pmml-adapterShifu plugin-trainer and pmml-adapter
Shifu plugin-trainer and pmml-adapterLisa Hua
 
Keras on tensorflow in R & Python
Keras on tensorflow in R & PythonKeras on tensorflow in R & Python
Keras on tensorflow in R & PythonLonghow Lam
 
Extending Complex Event Processing to Graph-structured Information
Extending Complex Event Processing to Graph-structured InformationExtending Complex Event Processing to Graph-structured Information
Extending Complex Event Processing to Graph-structured InformationAntonio Vallecillo
 
How to train your dragon
How to train your dragonHow to train your dragon
How to train your dragonBol.com Techlab
 
Convolutional neural network
Convolutional neural network Convolutional neural network
Convolutional neural network Yan Xu
 
MLConf 2013: Metronome and Parallel Iterative Algorithms on YARN
MLConf 2013: Metronome and Parallel Iterative Algorithms on YARNMLConf 2013: Metronome and Parallel Iterative Algorithms on YARN
MLConf 2013: Metronome and Parallel Iterative Algorithms on YARNJosh Patterson
 
Comparison Between Levenberg-Marquardt And Scaled Conjugate Gradient Training...
Comparison Between Levenberg-Marquardt And Scaled Conjugate Gradient Training...Comparison Between Levenberg-Marquardt And Scaled Conjugate Gradient Training...
Comparison Between Levenberg-Marquardt And Scaled Conjugate Gradient Training...CSCJournals
 

Semelhante a TensorFlow Tutorial Part 2 - LR, MLP, CNN Models (20)

StackNet Meta-Modelling framework
StackNet Meta-Modelling frameworkStackNet Meta-Modelling framework
StackNet Meta-Modelling framework
 
Getting your hands dirty with deep learning in java
Getting your hands dirty with deep learning in javaGetting your hands dirty with deep learning in java
Getting your hands dirty with deep learning in java
 
Training course lect3
Training course lect3Training course lect3
Training course lect3
 
MediaEval 2015 - UNED-UV @ Retrieving Diverse Social Images Task - Poster
MediaEval 2015 - UNED-UV @ Retrieving Diverse Social Images Task - PosterMediaEval 2015 - UNED-UV @ Retrieving Diverse Social Images Task - Poster
MediaEval 2015 - UNED-UV @ Retrieving Diverse Social Images Task - Poster
 
Deep Learning for Computer Vision - PyconDE 2017
Deep Learning for Computer Vision - PyconDE 2017Deep Learning for Computer Vision - PyconDE 2017
Deep Learning for Computer Vision - PyconDE 2017
 
Deep learning for molecules, introduction to chainer chemistry
Deep learning for molecules, introduction to chainer chemistryDeep learning for molecules, introduction to chainer chemistry
Deep learning for molecules, introduction to chainer chemistry
 
[PR12] PR-036 Learning to Remember Rare Events
[PR12] PR-036 Learning to Remember Rare Events[PR12] PR-036 Learning to Remember Rare Events
[PR12] PR-036 Learning to Remember Rare Events
 
Metaphorical Analysis of diseases in Tomato leaves using Deep Learning Algori...
Metaphorical Analysis of diseases in Tomato leaves using Deep Learning Algori...Metaphorical Analysis of diseases in Tomato leaves using Deep Learning Algori...
Metaphorical Analysis of diseases in Tomato leaves using Deep Learning Algori...
 
Final training course
Final training courseFinal training course
Final training course
 
Deep Learning Enabled Question Answering System to Automate Corporate Helpdesk
Deep Learning Enabled Question Answering System to Automate Corporate HelpdeskDeep Learning Enabled Question Answering System to Automate Corporate Helpdesk
Deep Learning Enabled Question Answering System to Automate Corporate Helpdesk
 
A brief overview of java frameworks
A brief overview of java frameworksA brief overview of java frameworks
A brief overview of java frameworks
 
Thesis Defense (Gwendal DANIEL) - Nov 2017
Thesis Defense (Gwendal DANIEL) - Nov 2017Thesis Defense (Gwendal DANIEL) - Nov 2017
Thesis Defense (Gwendal DANIEL) - Nov 2017
 
Shifu plugin-trainer and pmml-adapter
Shifu plugin-trainer and pmml-adapterShifu plugin-trainer and pmml-adapter
Shifu plugin-trainer and pmml-adapter
 
Keras on tensorflow in R & Python
Keras on tensorflow in R & PythonKeras on tensorflow in R & Python
Keras on tensorflow in R & Python
 
Extending Complex Event Processing to Graph-structured Information
Extending Complex Event Processing to Graph-structured InformationExtending Complex Event Processing to Graph-structured Information
Extending Complex Event Processing to Graph-structured Information
 
How to train your dragon
How to train your dragonHow to train your dragon
How to train your dragon
 
Convolutional neural network
Convolutional neural network Convolutional neural network
Convolutional neural network
 
MLConf 2013: Metronome and Parallel Iterative Algorithms on YARN
MLConf 2013: Metronome and Parallel Iterative Algorithms on YARNMLConf 2013: Metronome and Parallel Iterative Algorithms on YARN
MLConf 2013: Metronome and Parallel Iterative Algorithms on YARN
 
Comparison Between Levenberg-Marquardt And Scaled Conjugate Gradient Training...
Comparison Between Levenberg-Marquardt And Scaled Conjugate Gradient Training...Comparison Between Levenberg-Marquardt And Scaled Conjugate Gradient Training...
Comparison Between Levenberg-Marquardt And Scaled Conjugate Gradient Training...
 
mlp10-sem2.pdf
mlp10-sem2.pdfmlp10-sem2.pdf
mlp10-sem2.pdf
 

Mais de Sungjoon Choi

Hybrid computing using a neural network with dynamic external memory
Hybrid computing using a neural network with dynamic external memoryHybrid computing using a neural network with dynamic external memory
Hybrid computing using a neural network with dynamic external memorySungjoon Choi
 
Modeling uncertainty in deep learning
Modeling uncertainty in deep learning Modeling uncertainty in deep learning
Modeling uncertainty in deep learning Sungjoon Choi
 
Gaussian Process Latent Variable Model
Gaussian Process Latent Variable ModelGaussian Process Latent Variable Model
Gaussian Process Latent Variable ModelSungjoon Choi
 
Uncertainty Modeling in Deep Learning
Uncertainty Modeling in Deep LearningUncertainty Modeling in Deep Learning
Uncertainty Modeling in Deep LearningSungjoon Choi
 
Recent Trends in Deep Learning
Recent Trends in Deep LearningRecent Trends in Deep Learning
Recent Trends in Deep LearningSungjoon Choi
 
Leveraged Gaussian Process
Leveraged Gaussian ProcessLeveraged Gaussian Process
Leveraged Gaussian ProcessSungjoon Choi
 
Domain Adaptation Methods
Domain Adaptation MethodsDomain Adaptation Methods
Domain Adaptation MethodsSungjoon Choi
 

Mais de Sungjoon Choi (10)

Hybrid computing using a neural network with dynamic external memory
Hybrid computing using a neural network with dynamic external memoryHybrid computing using a neural network with dynamic external memory
Hybrid computing using a neural network with dynamic external memory
 
Modeling uncertainty in deep learning
Modeling uncertainty in deep learning Modeling uncertainty in deep learning
Modeling uncertainty in deep learning
 
Gaussian Process Latent Variable Model
Gaussian Process Latent Variable ModelGaussian Process Latent Variable Model
Gaussian Process Latent Variable Model
 
Uncertainty Modeling in Deep Learning
Uncertainty Modeling in Deep LearningUncertainty Modeling in Deep Learning
Uncertainty Modeling in Deep Learning
 
Recent Trends in Deep Learning
Recent Trends in Deep LearningRecent Trends in Deep Learning
Recent Trends in Deep Learning
 
Leveraged Gaussian Process
Leveraged Gaussian ProcessLeveraged Gaussian Process
Leveraged Gaussian Process
 
LevDNN
LevDNNLevDNN
LevDNN
 
IROS 2017 Slides
IROS 2017 SlidesIROS 2017 Slides
IROS 2017 Slides
 
Domain Adaptation Methods
Domain Adaptation MethodsDomain Adaptation Methods
Domain Adaptation Methods
 
InfoGAIL
InfoGAIL InfoGAIL
InfoGAIL
 

Último

Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Call Girls in Nagpur High Profile
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...Soham Mondal
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxupamatechverse
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...RajaP95
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performancesivaprakash250
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVRajaP95
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...ranjana rawat
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Christo Ananth
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxupamatechverse
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)Suman Mia
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Christo Ananth
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )Tsuyoshi Horigome
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSSIVASHANKAR N
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130Suhani Kapoor
 

Último (20)

Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performance
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
 

TensorFlow Tutorial Part 2 - LR, MLP, CNN Models