Building with Stable Diffusion
Hands-on workshop on Generative AI, Text2Image, Dreambooth, LORA and ControlNet
Mar 2023
20 Mon
21 Tue
22 Wed
23 Thu
24 Fri
25 Sat 10:00 AM – 05:00 PM IST
26 Sun 10:00 AM – 05:00 PM IST
10:00–10:15
Introduction to Text2Image Models
10:15–10:45
Prompt Engineering (Anatomy & Process)
10:45–11:30
Advance Prompt Engineering (Parameters, Attention Weights, Negative Prompts)
11:30–12:00
Img2img - Stylizing images, mask object removal, object enhancement, in-painting, instruct pix2pix
12:00–13:00
Parameter Tuning using Automatic1111 webUI
13:00–14:00
Lunch Break
14:00–15:00
ControlNet
15:00–15:30
Model Fine Tuning Techniques - Textual Inversion, Dreambooth, LORA, Merging
15:30–16:00
Stylizing using Textual Inversion
16:00–16:50
Model Fine Tuning using LORA
16:50–17:00
QnA
10:00–10:15
Recap Day 1
10:15–11:00
Latent Diffusion Models Theory
11:00–12:00
Text2Image pipeline using Diffusers
12:00–13:00
Serverless model deployment using Replicate
13:00–14:00
Lunch
14:00–15:00
Model fine tuning Deployment
15:00–16:00
Model Inference Deployment
16:00–16:15
Unit Economics of Text2Image Applications
16:15–16:50
Future applications and business opportunities
16:50–17:00
QnA
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