Machine Learning Projects using Python #5.! Programming World
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Judul : Machine Learning Projects using Python #5.! Programming World
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Judul : Machine Learning Projects using Python #5.! Programming World
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Machine Learning Projects using Python #5.! Programming World
Section 5: Build an Image Similarity Engine
5.1 Machine Learning on Images
It is very important to understand machine learning's concepts before working with it.
· Understand basic machine learning
· Look at similar technologies by Google and Facebook.
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5.2 Working with Images
In order to work with images, we need to transform them into a matrix form, that is, numerical form.
· Load the MNIST database
· Get the matrix. Perform operations on it.
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5.3 Finding Similar Images
We will use algorithms to find similar images in the database.
· In cosine similarity algorithm, compute the similarity
· Take a look at the results.
· Test with chi-squared algorithm
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5.4 Building an Image Similarity Engine
We will combine what we have studied so far to build an image similarity engine.
· Utilize GraphLab Create, and load images
· Extract deep features and compare them.
· Show the image
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Section 6
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