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TORRENT DETAILS
Udemy - Introduction To Diffusion Models 2023
TORRENT SUMMARY
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Language: English | Size: 3.64 GB | Duration: 8h 3m
Diffusion Models from scratch using PyToch | In depth breaking down of Stable Diffusion and DALL-E
What you'll learn
How Diffusion Models work
Implementation of Diffusion Models from scratch using PyTorch
In depth understanding of inpainting with Diffusion Models
Deep analysis of Stable Diffusion: opening the black box
Making great animations with Diffusion Models
Review of impactful research papers
Requirements
Basic programming knowledge
Basic Machine Learning knowledge
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4
129.9 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/10 - Reverse process sampling.mp4
78.4 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/11 - Reverse process visualization.mp4
40.6 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/12 - Training equations part 1.mp4
72.7 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/13 - Training equations part 2.mp4
81.2 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/14 - Training equations implementation part 1.mp4
75.2 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/15 - Training equations implementation part 2.mp4
99.6 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/16 - Implementation of the training loop.mp4
58.8 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/17 - Training on GPU.mp4
86.1 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/18 - Correct typo.mp4
10.4 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/19 - Reproduction of a Figure from the paper Analysis of the results.mp4
28.8 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/2 - Forward Diffusion process.mp4
101.3 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/3 - Forward Diffusion process implementation.mp4
116.6 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/4 - Diffusion process tricks.mp4
30 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/5 - Diffusion process incorporation of the tricks in the implementation.mp4
77.9 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/6 - Diffusion process visualization.mp4
69.6 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/7 - Reverse process.mp4
58.6 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/8 - Reverse process implementation.mp4
30.6 MB
~Get Your Files Here !/2 - Initial paper on Diffusion Models/9 - Architecture of the model.mp4
125.6 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/20 - Review of the paper.mp4
275.8 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/21 - Time embedding.mp4
47.3 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/22 - Pseudocode.mp4
51 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/23 - UNet Implementation time embedding.mp4
109.9 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/24 - UNet Implementation downsampling.mp4
100.9 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/25 - UNet Implementation upsampling.mp4
46.9 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/26 - UNet Implementation ResNet part1.mp4
108.1 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/27 - UNet Implementation ResNet part2.mp4
160.1 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/28 - UNet Implementation ResNet part3.mp4
27.5 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/29 - UNet Implementation Attention Mechanism part1.mp4
62.2 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/30 - UNet Implementation Attention Mechanism part2.mp4
9.9 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/31 - Finishing the UNet Implementation part1.mp4
156 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/32 - Finishing the UNet Implementation part2.mp4
50.1 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/33 - Finishing the UNet Implementation part3.mp4
24.1 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/34 - Finishing the UNet Implementation part4.mp4
126.7 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/35 - Finishing the UNet Implementation part5.mp4
44.2 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/36 - Denoising Diffusion Probabilistic Models implementation.mp4
42.8 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/37 - Denoising Diffusion Probabilistic Models training.mp4
55.2 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/38 - Denoising Diffusion Probabilistic Models sampling.mp4
93.8 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/39 - Denoising Diffusion Probabilistic Models utils.mp4
78.6 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/40 - Denoising Diffusion Probabilistic Models training loop.mp4
38.8 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/41 - Denoising Diffusion Probabilistic Models visualization.mp4
54.3 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/42 - Denoising Diffusion Probabilistic Models training on GPU.mp4
57.2 MB
~Get Your Files Here !/3 - Denoising Diffusion Probabilistic Models/43 - Analysis of the results.mp4
11.6 MB
~Get Your Files Here !/4 - Inpainting/44 - Inpainting with Diffusion Models explanation.mp4
97.6 MB
~Get Your Files Here !/4 - Inpainting/45 - Inpainting with Diffusion Models implementation.mp4
187.1 MB
~Get Your Files Here !/5 - Animating Diffusion Models/46 - Animations part1.mp4
96.7 MB
~Get Your Files Here !/5 - Animating Diffusion Models/47 - Animations part2.mp4
91.7 MB
~Get Your Files Here !/5 - Animating Diffusion Models/48 - Animations part3.mp4