Commercial AI Workflow Practical Course

Commercial AI Workflow Practical Course

English | MP4 | AVC 1920×1080 | AAC 44KHz 2ch | 75 Lessons (12h 23m) | 7.08 GB

SD and MJ Fundamentals
Detailed explanation of operational principles, usage of prompt word presets, selection of sampling methods, and explanation of Midjournal usage and settings.

Advanced Applications of Controlnet
Coloring the line draft, improving image accuracy, style conversion, replacing content, controlling facial expressions, etc., to make the image match our requirements more accurately.

Lora Model Training
Generate different styles and characters through training. Focus on explaining the setting of expert level parameters, especially the testing, calculation, and validation of learning rates, to achieve the best results of I the model.

20 Practical Commercial Projects
Combination of theory and practice, Involving: European and American, national style, realistic, anlme, cartoon and other styles, as well as Q version realism, trailers, cartoons, model maps

Table of Contents

Propaganda Chapter
1 Introduction – Opening the Path of Cultivation
2 What AIGC Can Do

SD Operation and Principles
3 Installation and Deployment
4 SD working principle
5 Interface Layout
6 Generating Images
7 Model Classification
8 AI Chart Parameter Pulling
9 Preset Prompt
10 Sampling Method

Easy to Use Plugins
11 Kitchen – Interface Layout
12 Prompt All in One – Prompt Plugin
13 Additional Networks – Lora Plugin
14 Openpose Editor – Editing Action
15 Dwopenpose Processor
16 Lora Prompt Tool – Trigger Word Save
17 ADetailer – Facial Repair
18 Mediapipe Face – Facial Control
19 Embedding Presets
20 Segment Anything – Separating Image Elements
21 Plugin Update Method

Screen Adjustment Techniques
22 HD Amplification
23 Low Graphics Memory Produces Large Images
24 Secret Technique – Changing the Head
25 Repair the Hand

Control Techniques
26 Controlnet Interface and Processor
27 Automatic Cleaning of Line Drafts
28 Automatic Coloring Techniques
29 Reference Image Mode
30 Extended Usage of Reference Image – Switching Angles and Emoticons
31 Tile Processor – Improving Accuracy
32 Tile Processor – Art Style Conversion
33 Tile Processor – Replace Content
34 Attitude Control Technique
35 Facial Expression Control Technique
36 How to Do Multi Person Composition

Use of Midjourney
37 Register a Purchase Account
38 Explanation of Setting Parameters
39 Usage of Command Characters
40 Reminder Words and Generated Images
41 Suffix Instruction

Elementary Applications
42 D Rendering Icon
43 Armor Icon
44 Blind Box – Handmade Renderings
45 Brawl Stars – Treasure Box Production
46 Brawl Stars – Character Production

Expert Alchemists
47 Lora Training Script Installation
48 Preparation for the Training Set
49 Expert Level Parameter Explanation
50 LOL Style Training – Test Learning Rate
51 How to Calculate Learning Rate
52 LOL Style Training – Training and Effectiveness Testing
53 Character Training – Creating Original Character Training Sets
54 Role Training – Preprocessing and Labeling Techniques
55 Role Training – Training and Model Testing
56 Summary of Training Failure Issues

Commercial Project Application
57 Zombie Theme – Character Painting
58 SIFU – Stylized Avatar
59 Chinese Theme – Scene Concept Design
60 Rise of Kingdoms – 3D Monolithic Architecture
61 Rise of Kingdoms – 3D Character Drawing Part 1
62 Rise of Kingdoms – 3D Character Drawing Part 2
63 Hearthstone – Card Package Design
64 Mythical Theme – Character Painting Part 1
65 Mythical Theme – Character Painting Part 2
66 League of Legends – IRELIA Part 1
67 League of Legends – IRELIA Part 2
68 Three Kingdoms Theme – Q Version Converted to Realism
69 Street Fighters – Super Smash Brothers Part 1
70 Street Fighters – Super Smash Brothers Part 2
71 Atomic Heart – Conceptual Three Views Part 1
72 Atomic Heart – Conceptual Three Views Part 2
73 Personal Works – AI Assisted Personal Creation
74 The Wandering Earth – Storyboard Demo

Commercial Legal Disputes
75 Definition of Liability for AI Infringement

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