Emm Profile picture
Nov 18, 2022 15 tweets 9 min read Read on X
121 little characters with pointy ears. A small village.

All 100% designed with #AI.

Men, women, kids, soldiers, wizards, goblins, etc. All created in less than one hour, while keeping a solid style consistency.

Thread 🧵

#StableDiffusion #Dreambooth #Gaming @Scenario_gg
I bought a pack of characters with pointy ears. They made me think of the goblins in Harry Potter (but more human-like)

I trained a finetune using @Scenario_gg (internal alpha) and started prompting (calling them "persons").

At first, you get this, but then the fun begins.👇
A basic prompt, no modifier ("a person")

All are perfectly consistent (the clothes, the ears, the accessories). There are some variations, though.
For a village, you need males and females, so I did "a female person".

Despite having zero female characters in the initial training data, it generated this:
Any village has kids, so kids I did. Boys and girls.

With pointy ears like their parents.
The girls look even better.
When a specific character looks interesting, it's worth generating some variants (different poses, accessories, expressions).

I just use img2img on the initial character to get 16, 40 or more.
They can dance, too ("a dancing person").
Every village needs protection, so I did some soldiers.
The soldiers could be samurais, too (with pointy ears).

This gets further than the original style, so there are some discrepancies.
Same for "the Inca warriors"
Or the African tribesmen (raw output, without background removal)
I usually finish explorations with fun prompts, for example, using "#plasticine" (newly discovered modifiers).

"A plasticine figurine of a person"

They would be amazing, 3D printed.
That's it!

It's the type of exploration we want people to do, using @Scenario_gg, soon.

If you liked this thread, please feel free to RT the first tweets, like/follow, or just leave your email, so you are notified when we launch🚀 >> scenario.gg

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More from @emmanuel_2m

Jun 2
Continuing from my last threads, and sharing how to create character turnarounds with the highest consistency ✨ for:

- style ✅
- pose ✅
- character ✅

... using the #Scenario toolset to maintain all key details.

Follow the steps below 👇 - no pencil needed ✏️. Let's dive in!
⚠️ First: it's not a 'one-click-and-done' process but instead a multi-step workflow, to be tailored to your creative goals.

Second: it ensures full creative control and deliberate designs from start to finish. Randomness or chance are sidelined.

To illustrate it, I revisited 2 characters I designed five months ago: the "girl with pink hair" (), and the "sorceress with a blue hat" ()

The other 2 turnarounds ("zombie" & "ninja") had some attention yesterday with 2M+ views ()

Image
Here are the key steps to creating stunning turnaround, using #Scenario ()

1/ Train or pick a character model (A).

2/ Optionaly>, pick a style model (B). Use it to create training images for (A), or you can merge both (A + B = C) for example.

3/ Utilize the custom model (A or C) to generate consistent characters. Then select a reference image to produce initial character turnarounds in your desired poses.

4/ Refine these initial outputs using Sketching and image2image.

5/ Select the best result and refine details in the Canvas for maximum consistency.

6/ Finally, upscale your final image (up to 8K resolution.)

Here are more details 👇👇app.scenario.comImage
Read 13 tweets
Apr 20
Designing ultra-consistent and virtually unlimited game characters in minutes with #Scenario.

Keeping it super short 😅 — because it's actually super fast🤗.
Image
Image
1/ Select your model.

You can choose from our selection of 170+ game art models on

Or, train your own to better fit your style.

I trained this model with only 12 images, originally generated using @artificialguybr's '3D Render Style' 🙏

Note: I'm intentionally training with consistent poses.

Spoiler alert 🚨: Next week, you'll be able to #upload your own models to Scenario! 🫣app.scenario.comImage
2/ Create consistent prompts.

It's best to maintain a similar structure between your prompts and captions.

I asked ChatGPT to use a format based on race, weapon, and outfit, with 50 initial prompts below👇👇.

Adjust as needed.Image
Read 10 tweets
Mar 12
Just tested Midjourney's "Character Consistency" feature (-- cref). It's promising!

I don't think it beats a good #LoRA (yet). Especially when paired w. IP Adapter.

Below are some quick tests I ran on Scenario (high-def pics below + more updates coming👇👇)

What do you think? “A blue-skinned man with large yellow eyes, bald, wearing a BJJ gi with a black belt, raising his arm in victory on a podium, pointy ears, wrinkles, highly detailed, 35 mm, award-winning photography, bokeh, studio quality”
Left: input image
Right: MJ (--cw 0)
Image
Image
Left: input image
Right: MJ (--cw 50)
Image
Image
Read 5 tweets
Feb 9
@ClaireSilver12 - (I hope you don't mind me RT this for a broader reach and to share it with more users.)

Here's an advanced use case for the IP Adapter. You can adjust or remove the steps depending on the desired output/goal. Bear with me; it's actually quite straightforward.

1 - Train a LoRA on a specific subject (e.g., character).
2 - Blend the LoRA to perfectly capture the style (e.g., comic, cartoon, oil painting, 3D...).
3 - Run inference on that "blended" model.
4 - Select an image that stands out and use it as a reference with the IP Adapter.
5 - Modify the prompt to create variations of the subject.

Let's get started 👇👇Image
1/ The first step is to train one (or more LoRA) models on a specific subject (e.g. character or object), or also a style.

The process is straightforward. I'll use the example of the "girl with pink hair" (😊🫠) that I shared before (12 training images)

Since the images were photographs, I'm creating a "mix" by adding one or two more LoRAs to the composition.

Additional LoRAs can introduce a specific style, moving away from the original photorealistic style.

You can choose platform LoRAs curated by @araminta_k and the Scenario team - See Image
Image
Read 10 tweets
Feb 1
"3D Outfit Transformation with AI"

I trained a LoRA model on , using a 3D model of an old armor, available on Sketchfab (CC0 license).

Now, I can apply it to seamlessly "dress up“ my characters. Detailed process in the following X tweets 🧵👇 Scenario.com

Image
Image
I found this nice 3D model of an ancient medieval outfit, crafted by @Blueprint_Games and shared on @Sketchfab under the CC BY 4.0 DEED license.

You can explore it here: . sketchfab.com/3d-models/old-…
Training the model is straightforward.

Simply select "New Model - Train" on . I use 9 images of the model, showcasing various angles and zoom levels, accompanied by concise captions (details below).

I selected the "Character" (= subject) preset. app.scenario.com
Image
Read 7 tweets
Jan 18
This could be the best model I've ever created for generating isometric buildings, on Scenario.

Output consistently match the style I wanted, and the model responds perfectly to (short) prompts, without any reference images needed.

It's a LoRA composition. More below.
Process: it's pretty simple.

I created a LoRA composition from 4⃣ distinct LoRA.

(i) - My own "Fantasy Buildings" LoRA
(ii) - Three LoRAs available on #Scenario: "Isometric Storybook", "Stylized Fantasy Iconic Imagery" and "Belgian School Comics".

The influence of each LoRA is below.Image
My prompt structure was dead simple... less than 10 words!

(type of building/scene), solid color background, highly detailed, centered. Image
Read 22 tweets

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