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@@ -129,7 +129,7 @@ Intensity image and Fourier image
Signals can be composed. Signals can be composed.
![jpeg basis](https://static.notenextra.trance-0.com/CSE559A/8x8_DCT_basis.png) ![jpeg basis](https://notenextra.trance-0.com/CSE559A/8x8_DCT_basis.png)
Note: frequency domain is often visualized using a log of the absolute value of the Fourier transform Note: frequency domain is often visualized using a log of the absolute value of the Fourier transform

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@@ -118,7 +118,7 @@ BRDF dataset:
#### Digital Camera block diagram #### Digital Camera block diagram
![Digital Camera block diagram](https://static.notenextra.trance-0.com/CSE559A/DigitalCameraBlockDiagram.png) ![Digital Camera block diagram](https://notenextra.trance-0.com/CSE559A/DigitalCameraBlockDiagram.png)
Scanning protocols: Scanning protocols:

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@@ -52,7 +52,7 @@ The adding layer is the gradient distributor layer.
The multiplying layer is the gradient switcher layer. The multiplying layer is the gradient switcher layer.
The max operation is the gradient router layer. The max operation is the gradient router layer.
![Images of propagation](https://static.notenextra.trance-0.com/CSE559A/General_computation_graphs_for_MLP.png) ![Images of propagation](https://notenextra.trance-0.com/CSE559A/General_computation_graphs_for_MLP.png)
Simple example: Element-wise operation (ReLU) Simple example: Element-wise operation (ReLU)
@@ -83,7 +83,7 @@ Fully connected layer, operate on vectorized image.
With the multi-layer perceptron, the neural network trying to fit the templates. With the multi-layer perceptron, the neural network trying to fit the templates.
![Flatten layer](https://static.notenextra.trance-0.com/CSE559A/Flatten_layer.png) ![Flatten layer](https://notenextra.trance-0.com/CSE559A/Flatten_layer.png)
#### Convolutional layer #### Convolutional layer
@@ -91,7 +91,7 @@ Limit the receptive fields of units, tiles them over the input image, and share
Equivalent to sliding the learned filter over the image , computing dot products at each location. Equivalent to sliding the learned filter over the image , computing dot products at each location.
![Convolutional layer](https://static.notenextra.trance-0.com/CSE559A/Convolutional_layer.png) ![Convolutional layer](https://notenextra.trance-0.com/CSE559A/Convolutional_layer.png)
Padding: Add a border of zeros around the image. (higher padding, larger output size) Padding: Add a border of zeros around the image. (higher padding, larger output size)

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_1.html" title="Math 3200 Lecture 1" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_1.html" title="Math 3200 Lecture 1" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_10.html" title="Math 3200 Lecture 10" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_10.html" title="Math 3200 Lecture 10" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_11.html" title="Math 3200 Lecture 11" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_11.html" title="Math 3200 Lecture 11" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_12.html" title="Math 3200 Lecture 12" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_12.html" title="Math 3200 Lecture 12" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_13.html" title="Math 3200 Lecture 13" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_13.html" title="Math 3200 Lecture 13" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_14.html" title="Math 3200 Lecture 14" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_14.html" title="Math 3200 Lecture 14" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_15.html" title="Math 3200 Lecture 15" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_15.html" title="Math 3200 Lecture 15" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_16.html" title="Math 3200 Lecture 16" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_16.html" title="Math 3200 Lecture 16" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_17.html" title="Math 3200 Lecture 17" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_17.html" title="Math 3200 Lecture 17" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_18.html" title="Math 3200 Lecture 18" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_18.html" title="Math 3200 Lecture 18" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_19.html" title="Math 3200 Lecture 19" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_19.html" title="Math 3200 Lecture 19" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_2.html" title="Math 3200 Lecture 2" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_2.html" title="Math 3200 Lecture 2" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_20.html" title="Math 3200 Lecture 20" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_20.html" title="Math 3200 Lecture 20" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_21.html" title="Math 3200 Lecture 21" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_21.html" title="Math 3200 Lecture 21" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_22.html" title="Math 3200 Lecture 22" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_22.html" title="Math 3200 Lecture 22" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_23.html" title="Math 3200 Lecture 23" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_23.html" title="Math 3200 Lecture 23" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_24.html" title="Math 3200 Lecture 24" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_24.html" title="Math 3200 Lecture 24" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_25.html" title="Math 3200 Lecture 25" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_25.html" title="Math 3200 Lecture 25" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_26.html" title="Math 3200 Lecture 26" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_26.html" title="Math 3200 Lecture 26" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_27.html" title="Math 3200 Lecture 27" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_27.html" title="Math 3200 Lecture 27" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_28.html" title="Math 3200 Lecture 28" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_28.html" title="Math 3200 Lecture 28" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_3.html" title="Math 3200 Lecture 3" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_3.html" title="Math 3200 Lecture 3" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_5.html" title="Math 3200 Lecture 5" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_5.html" title="Math 3200 Lecture 5" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_7.html" title="Math 3200 Lecture 7" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_7.html" title="Math 3200 Lecture 7" style={{ width: '100%', height: '100vh', border: 'none' }}/>

2
pages/Math3200/Lecture_8.mdx
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@@ -1 +1 @@
<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_8.html" title="Math 3200 Lecture 8" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_8.html" title="Math 3200 Lecture 8" style={{ width: '100%', height: '100vh', border: 'none' }}/>

2
pages/Math3200/Lecture_9.mdx
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@@ -1 +1 @@
<div style={{ width: '100%', height: '25px'}}></div><iframe src="https://static.notenextra.trance-0.com/Math3200/Lecture_9.html" title="Math 3200 Lecture 9" style={{ width: '100%', height: '100vh', border: 'none' }}/> <div style={{ width: '100%', height: '25px'}}></div><iframe src="https://notenextra.trance-0.com/Math3200/Lecture_9.html" title="Math 3200 Lecture 9" style={{ width: '100%', height: '100vh', border: 'none' }}/>

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pages/Math3200/public_html_ifram_gen.py
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@@ -48,5 +48,5 @@ def parse_html_file(file_name):
for i in range(1, 41): for i in range(1, 41):
with open(os.path.join(BASE_DIR, f"Lecture_{i}.mdx"), "w", encoding="utf-8") as f: with open(os.path.join(BASE_DIR, f"Lecture_{i}.mdx"), "w", encoding="utf-8") as f:
f.write("<div style={{ width: '100%', height: '25px'}}></div><iframe src=\"https://static.notenextra.trance-0.com/Math3200/Lecture_"+str(i)+".html\" title=\"Math 3200 Lecture "+str(i)+"\" style={{ width: '100%', height: '100vh', border: 'none' }}/>") f.write("<div style={{ width: '100%', height: '25px'}}></div><iframe src=\"https://notenextra.trance-0.com/Math3200/Lecture_"+str(i)+".html\" title=\"Math 3200 Lecture "+str(i)+"\" style={{ width: '100%', height: '100vh', border: 'none' }}/>")