From Zero to Mastery — AI Virtual-Model E-Commerce Images Hands-On and Stable Diffusion Skills

Course content

1. Course overview

• AI Drawing — E-Commerce Image AI Empowerment Course intro: understand the course's overall arrangement and learning goals, mastering how to use AI tech to lift e-commerce image quality.

2. Installation and environment setup

• How to install StableDiffusion webUI, done in 2 minutes: learn how to fast-install StableDiffusion webUI, prepping for later drawing work.
• Learning docs: detailed learning docs, helping you better understand each step and feature.

3. First look at StableDiffusion

• Get to know the StableDiffusion webui interface: understand the StableDiffusion webui's interface layout and basic features.
• StableDiffusion 1.6-1.8 version update notes: understand the latest StableDiffusion version's update content and new features.

4. Model intro

• StableDiffusion's models (base model VAE, Lora) intro: understand StableDiffusion's different models — including base model VAE and Lora — and their traits and use cases.

5. Prompt writing and translation

• How to write AI-drawing prompts eloquently — no English needed: learn how to write effective AI-drawing prompts, easily mastering even without English.
• The SD-prompt auto-translation plugin Promptallinone: introduce and use the SD-prompt auto-translation plugin, helping you translate prompts more conveniently.

6. Parameter settings

• StableDiffusion parameters — steps, sampling method, CFG scale: understand StableDiffusion's important parameters — like steps, sampling method, and CFG scale — mastering how to optimize these parameters for better drawing results.
• StableDiffusion random seed — the option you shouldn't overlook: learn how to use the random seed, ensuring drawing results' reproducibility and consistency.

7. Image-processing techniques

• The most important know-how on StableDiffusion image-to-image (image pad): understand how to use StableDiffusion for image-to-image operations, generating high-quality images.
• Draw only a local image area (local repaint, face retouch): learn how to repaint and retouch a local image area.
• Local image repaint with a mask image (upload repaint mask): understand how to use a mask image for local repaint, lifting image quality.
• StableDiffusion one-click mask-image making: learn how to use StableDiffusion to one-click make mask images, simplifying operation steps.
• The ADetailer face-fix plugin install and use: introduce and use the ADetailer face-fix plugin, lifting facial-detail repair effect.

8. E-commerce model-image making

• Dress mannequin [tailor dummy] model-image to real-person-model case: through a real case, learn how to convert mannequin model images to real-person model images.
• Use ControlNet to fix and adjust the model: learn how to use the ControlNet plugin to fix and adjust the model's pose.
• How to generate a model image in a designated pose: master methods and techniques to generate model images in designated poses.
• Notes on early-stage mannequin model-image shooting — hands-on experience sharing: Share hands-on experience in shooting mannequin model images to improve shooting quality.

9. Model-image face swap

• Two e-commerce model-image face-swap methods: Introduce two common model-image face-swap methods and pick the best one.
• Use IPA to achieve consistent models (face-swap head, multiple poses): Learn how to use the IPA plugin to perform consistent-model face-swap operations.

10. Background fusion

• Two methods to generate and fuse a background for the model: Understand the two methods to generate and fuse a background for the model, improving the image's overall effect.
• Case: use IPA to fuse a background for the model: Through a real case, learn how to use the IPA plugin to fuse a background for the model.

11. Put clothing on the model

• How to put a clothing image on the model — men's shirt case: Through a men's shirt case, learn how to put a clothing image on the model.
• How to put a clothing image on the model — women's down-jacket set case (part 1): Through a women's down-jacket case (part 1), learn how to put a clothing image on the model.
• How to put a clothing image on the model — women's down-jacket set case (part 2): Through a women's down-jacket case (part 2), continue learning how to put a clothing image on the model.

12. Jewelry-category AI models

• Intro to using AI-drawing tools to generate jewelry e-commerce images: Understand how to use AI-drawing tools to generate jewelry e-commerce images.
• Generate jewelry-category AI models via StableDiffusion image-to-image: Learn how to use StableDiffusion's image-to-image feature to generate jewelry-category AI models.
• Generate jewelry-category AI models via text-to-image: Understand how to use the text-to-image feature to generate jewelry-category AI models.
• Use ControlNet to control pose and generate jewelry-category AI models: Learn how to use the ControlNet plugin to control pose and generate jewelry-category AI models.
• StableDiffusion local-repaint repair of AI model images: Through a real case, learn how to use StableDiffusion for local-repaint repair of AI model images.
• AI drawing: how to put earrings on an AI model: Learn how to use AI-drawing tools to put earrings on an AI model.

13. Product background fusion

• How to use AI-painting tools to fuse a background for products: Through a real case, learn how to use AI-painting tools to fuse a background for products.

14. Generate style-consistent e-commerce image sets

• How to use AI drawing to generate style-consistent e-commerce image sets: Learn how to use AI-drawing tools to generate style-consistent e-commerce image sets, improving brand image.

15. AI-drawing hand repair

• AI-drawing hand repair 1 — local repaint + ControlNet hand repair: through a real case, learn how to combine local repaint and ControlNet to repair hands.
• AI-drawing hand repair 2 — paired with PS hand repair: through a real case, learn how to combine AI drawing and PS to repair hands.

16. Image upscale

• Image AI upscale — post-processing way: learn how to use AI tools for image upscale and post-processing, lifting image quality.
• Image AI upscale — using the UltimateSDUpscale plugin: introduce and use the UltimateSDUpscale plugin for HD image upscale.
• Install the UltimateSDUpscale HD-upscale plugin: learn how to install the UltimateSDUpscale plugin, ensuring normal plugin use.

17. Custom model training

• How to train your own Lora model and prep the training image set: understand how to train a custom Lora model and prep the training image set, lifting the model's personalization and professionalism.

18. Hands-on cases

• Eyewear-category AI-model making demo: through a real case, learn how to make eyewear-category AI models.
• Hat-category AI-model 3 hands-on-case demos: through 3 hands-on cases, learn how to make hat-category AI models.