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Object detection with Haar Cashcode Classifier
To briefly introduce you about the Haar Cashcode, - The method was proposed by P.Viola and M.Johns in 2001 - Machine learning method -...
Shin Yoonah, Yoonah
2022년 8월 25일2분 분량
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MY overall process of developing way-finding app
Earlier in my blog, I recorded the coding process of my most basic functions in the development of my app, voice-recognition, text to...
Shin Yoonah, Yoonah
2022년 8월 23일2분 분량
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Object Detection
Outline - Sliding Windows - Bounding Box - Bounding Box Pipeline - Score Image classification predicts the class of an object in an image...
Shin Yoonah, Yoonah
2022년 8월 17일2분 분량
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2022 programming language ranking and its characteristics
Following this trend, TIOBE publishes monthly rankings of popularity by programming language. TIOBE determines the ranking through "the...
Shin Yoonah, Yoonah
2022년 8월 10일4분 분량
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4th Industrial Revolution and AI
I will start my technology blog by sharing my opinions with the "Definition and Features" of the Fourth Industrial Revolution and the...
Shin Yoonah, Yoonah
2022년 8월 9일5분 분량
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Convolutional Networks
How CNN's build features Adding Layer Receptive Field Pooling Flattering and fully connected Neural Layers CNN for Image Classification...
Shin Yoonah, Yoonah
2022년 8월 8일3분 분량
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Fully Connected Neural Network Architecture
This is how to arrange different number of hidden layers and neurons Neural networks are usually represented represented without the...
Shin Yoonah, Yoonah
2022년 8월 6일2분 분량
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Neural Networks
Features and targets: Example It is helpful to view the shape y as a decision function of x --> non-linearly separable dataset Use one...
Shin Yoonah, Yoonah
2022년 8월 4일2분 분량
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Image Features
The image intensities for classification does not function well Therefore, we convert the image to vector - use large patches for...
Shin Yoonah, Yoonah
2022년 8월 3일2분 분량
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Support Vector Machine
Support vector machine is used for classification Lessons Kernels Maximum Margin Kernel Kernel is used when the data sets were not...
Shin Yoonah, Yoonah
2022년 8월 3일2분 분량
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SoftMax and Multi-class classification
Review the argmax function argmax: returns the index corresponding to the largest value in a sequence of numbers Largest value in Z = 100...
Shin Yoonah, Yoonah
2022년 7월 29일1분 분량
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Logistic Regression Training: Gradient Descent
As the previous post talks about the decision plane, today I will show you how to determine the plane Basically, we use dataset images to...
Shin Yoonah, Yoonah
2022년 7월 29일3분 분량
조회수 2회
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Linear classifiers
What is linear classifiers? It is widely used in classification and they are the building blocks of more advanced classification methods...
Shin Yoonah, Yoonah
2022년 7월 27일2분 분량
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Image Classification with KNN
What is KNN? a classifier and is short for K- nearest neighbor one of the simplest classification algorithms uses the most common and...
Shin Yoonah, Yoonah
2022년 7월 26일2분 분량
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Location Finder
In this step, I added location finder function in my app!! First, I set the permission code for accessing location finder (GPS) and set...
Shin Yoonah, Yoonah
2022년 7월 26일1분 분량
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Text To Speech
Today, I set the "TTS" function in my app!! First, accessing the "TextToSpeech" function provided in android Declaring TextToSpeech:...
Shin Yoonah, Yoonah
2022년 7월 25일1분 분량
조회수 18회
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Voice-Recognition
Plan: Deaf people cannot know what obstacles are in front of them and the exact location of the corner. In addition, I'm expecting to...
Shin Yoonah, Yoonah
2022년 7월 25일1분 분량
조회수 8회
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Image Classification
What is image classification? The process of taking an image or picture and getting a computer to automatically classify it, or try...
Shin Yoonah, Yoonah
2022년 7월 20일2분 분량
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Spatial Operations in Image processing
Convolution: Linear filtering Edge detection Median filters Introduction of spatial operations Spatial operations consist of a...
Shin Yoonah, Yoonah
2022년 7월 20일5분 분량
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Geometry Operations
Types of geometry operations 1.Scaling 2.Translation 3.Rotation To begin with, this is a basic channel of an image = f(y,x) y = vertical...
Shin Yoonah, Yoonah
2022년 7월 19일2분 분량
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