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How to Create Realistic Aerial Land Art

How to Create Realistic Aerial Land Art

View the Complete Image Grid Here: https://civitai.com/images/2251413


Introduction

No control network was used due to low VRAM (8GB).

Instead, we relied on specific prompts on high-resolution fix


How It Works:

LoRa Specification

We utilized the LoRa named xl_more_art-full-beta2, which not only enhances aesthetic and artistic rendering but is also trained in aerial photography.

Keywords

Keywords like 'aerial,' 'river,' 'house,' 'city,' 'forest,' 'sea,' 'water,' 'rock,' 'snow,' 'sand,' etc., were used during the training of this LoRa.

Main Prompt

The trick is to start with a three-part prompt for the first generation of the image:

  • 'Aerial' keywor + Aerials Keywords + 'landart' keyword

  • Desired Shape

  • Use the following LoRa tag: <lora:xl_more_art-full-beta2:1.0>

High-Resolution Fix + Prompt

With a Hires-fix prompt :

  • Aerial Keywords

  • Use the following LoRa tag: <lora:xl_more_art-full-beta2:1.0>

For a subtle denoise, apply a high-resolution fix with a denoise value between 0.15 and 0.35.

Note: The more you denoise, the more you lose the shape, but the landscape appears more realistic.

High-Resolution Fix Options

These must be activated in the settings :

Sampling method

Choose between "Euler" or "DPM++ 2S a Karras."


A Example

Used with stable-diffusion-webui (AUTOMATIC1111)::

Aerial,  forest, big rocks, water, river, snow,  road, water,
big stylized  shape of a light blue bear head made of ice and rocks, land art
<lora:xl_more_art-full-beta2:1>
Negative prompt: tiling, poorly drawn hands, poorly drawn feet, poorly drawn face, out of frame, extra limbs, body out of frame, blurry, bad anatomy, blurred, watermark, grainy, signature, cut off, draft,  text, logo, jewel, armor, plastic,3D, hair, fur, beach, sand
Steps: 30, Sampler: Euler, CFG scale: 7.5, Seed: 933298881, Size: 1024x768, Model hash: e6bb9ea85b, Model: sd_xl_base_1.0_0.9vae, Denoising strength: 0.3, Token merging ratio: 0.9, Token merging ratio hr: 0.9, Hires prompt: "Aerial,  forest, big rocks, water, river, snow,  road, water,\n<lora:xl_more_art-full-beta2:1>", Hires upscale: 1.5, Hires steps: 60, Hires upscaler: 4x-UltraSharp, Lora hashes: "xl_more_art-full-beta2: b73adda671bf", Version: v1.6.0-RC, Hashes: {"lora:xl_more_art-full-beta2": "d8b578170e"}


Share Your Work

Please upload your projects to my LoRa page, titled xl_more_art-full-beta2

Thank you for helping me make my LoRa more popular.

Top Thank You Stickers for Android & iOS | Gfycat

Feel free to leave your comments or suggestions.


Additional Resources

More examples can be found here :

Special Case: Fish Example

00054-578249557.pnghttps://civitai.com/posts/544851

To emphasize the shape over the aerial part, place the shape part before the aerial part in the prompt.

big stylized light grey shape of a fish made of rocks, landart
Aerial, rocks, beach, water, river, road, sea, island
<lora:xl_more_art-full-beta2:1.0>
Negative prompt: tiling, poorly drawn hands, poorly drawn feet, poorly drawn face, out of frame, extra limbs, body out of frame, blurry, bad anatomy, blurred, watermark, grainy, signature, cut off, draft,  text, logo, jewel, armor, plastic,3D, hair, fur
Steps: 30, Sampler: Euler, CFG scale: 7.5, Seed: 3627197887, Size: 1024x768, Model hash: e6bb9ea85b, Model: sd_xl_base_1.0_0.9vae, Denoising strength: 0.3, Token merging ratio: 0.9, Token merging ratio hr: 0.9, Hires prompt: "Aerial, rocks, beach, water, river, road, sea, island\n<lora:xl_more_art-full-beta2:1.0>", Hires upscale: 1.5, Hires steps: 60, Hires upscaler: 4x-UltraSharp, Lora hashes: "xl_more_art-full-beta2: b73adda671bf", Version: v1.6.0-RC, Hashes: {"lora:xl_more_art-full-beta2": "d8b578170e"}
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