Diffusion Neural Network Artistry: Generating Images
Created by Team Mammoth
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Skill level
All levels
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Sections
7
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Lectures
25
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Instructor
Team Mammoth
What's inside
This course includes.
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7
Sections
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25
Lectures
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25
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
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Course content
Curriculum & lectures.
+ 01 Reshape image data for NN 4 lectures
01 Load Flower Image Dataset In Colab
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02 Reshape Image Data With Python
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03 Preprocess Image Data With Python
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Source Files
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+ 02 Calculate Kernel Inception Distance 3 lectures
01 Calculate Kernel Inception Distance In Python
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02 Update Kernel State With Keras
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Source Files
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+ 03 Build downsampling and upsampling with Keras 3 lectures
01 Build Residual Block With Python
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02 Build Down And Up Blocks With Keras
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Source files
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+ 04 Build a CNN with Keras 3 lectures
01 Build Sinusoidal Embedding With Tensorflow
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02 Build A Cnn For Image Generation
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CNN Source Files
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+ 05 Build a diffusion model for image generation 5 lectures
01 Build A Diffusion Model For Image Generation
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02 Denoise Images In Python
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03 Build A Diffusion Schedule With Tensorflow
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04 Build Reverse Diffusion Algorithm
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Diffusion Source Files
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+ 06 Generate images with diffusion 4 lectures
01 Generate Images With Diffusion
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02 Build Training Step For Model
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03 Build Keras Model Test Step
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06 Source Files
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+ 07 Train and visualize image generation model 3 lectures
02 Visualize Image Generation Results
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01 Run Model Training For Diffusion Image Generation_1
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Source files
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Instructors
Taught by people who ship.
Team Mammoth
Instructor
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