How to generate animal vector art in Stable Diffusion


Are you ready to dive into the world of artistic possibilities? Discover the magic of crafting animals in various captivating vector art styles. From the enchanting allure of anime to the charming appeal of stickers, we’ve got you covered. Let’s explore two innovative techniques that will bring your animal vector art to life.


We will use AUTOMATIC1111 Stable Diffusion GUI to generate animal images. You can use this GUI on Windows, Mac, or Google Colab.


ere are some prompts based on different subjects:

  • Photo of a Solitary Lion, its golden mane illuminated by the setting sun, exuding strength and serenity.
  • Photo of a mystical Pack of Wolves emerging from the misty depths of an ancient forest.
  • Photo of a mischievous Red Panda peeking out from behind colorful leaves, its eyes sparkling with curiosity.
  • Photo of a Regal Peacock caught mid-dance, feathers spread wide in a kaleidoscope of iridescent hues.
  • Photo of a Tiny teacup kitty perched on an oversized chair, looking like the ruler of its whimsical domain.

Feel free to customize these prom

Scene Weaving

Every photograph is a story waiting to be told, and the scene sets the stage for that narrative. Scene keywords hold the power to transport viewers into the heart of the wilderness, where nature’s dramas unfold:

  • Blanketed in snow, a wolf’s determined gaze pierces through the winter’s veil.
  • A river’s gentle whispers provide the soundtrack to a bear’s fishing expedition.
  • Ancient trees stand as guardians of the forest’s secrets.
  • A grassland canvas paints a serene backdrop for a deer’s graceful leap.
  • Amidst a realm of emerald, a lion’s roar asserts dominance.

Captivating Lighting

As the brushstrokes of a painter define their masterpiece, lighting molds the essence of an image. Lighting keywords are the artist’s palette, each stroke enhancing the narrative:

  • The dark studio unveils hidden mysteries, igniting the imagination.
  • Rim lighting dances around a stalking predator, outlining nature’s prowess.
  • Sunset’s golden hues kiss the horizon, infusing warmth into every pixel.
  • Dramatic lighting casts nature’s actors in a captivating chiaroscuro.

Harmonious Extras

An image’s symphony is composed not just of scenes and lighting, but also the subtle extras that lend authenticity. Keywords, like well-chosen notes, enrich the composition:

  • The camera’s lens captures the soul of the moment, a DSLR’s heartbeat in every click.
  • Ultra quality elevates pixels to emotions, a visual symphony in high fidelity.
  • Film grain embraces nostalgia, weaving stories through the fabric of time.
  • 8K UHD reveals every whisper of nature’s tapestry, immersing viewers in detail.

Aesthetic Embellishments 

Breathe life into your photographs with phrases that resonate, lending an aesthetic rhythm:

  • “National Geographic Wildlife photo of the year” crowns the pinnacle of nature’s artistry.
  • “The American Landscape Contest” paints patriotism across panoramic horizons.
  • “Wildlife photography contest” ignites a communal celebration of untamed beauty.

Captivating Anime Elegance

Step into the realm of anime-inspired vector art with our secret weapon: the MeinaMix model. It’s not just about animals; it’s about capturing their essence in a style that’s both timeless and entrancing. Your prompt is your wand, guiding the model’s creative flow. But wait! To ensure that you get pure animal marvels, wield the power of the negative prompt. Wave away elements like “bad art,” “amateur,” and even “girl” or “people.” It’s like creating a portal to a world where only your chosen animal exists.



“Exploring the world of animal vector art opens doors to boundless creativity. With techniques like anime elegance and sticker magic, we’ve painted vibrant creatures on digital canvases. As you journey forward, remember that every stroke of imagination adds life and charm to the art you create.”

Prompting Possibilities

Conjure a vector art portrayal of a horse against a pristine white backdrop.

Negative Prompt

Banish any thoughts of bad art, amateurs, and human elements. No riding, no girls, just the horse’s majestic presence.

Stickers: The Playful Vector Canvas

Imagine crafting animal vector art like never before, using the Stable Diffusion v2.1 (768) model. Picture this: vibrant tigers springing to life as if they were stickers on a fresh canvas. But, there’s an art to it. Your prompts hold the key to unlocking this magical technique. Paint your desires with vivid colors and charming pastels, while the white background sets the stage. And remember, Photoshop’s Select Subject is your wand to snip these masterpieces.

But beware, negative prompts cast a spell to ward off unwanted artistic mishaps. The list is long and potent—distorted low poly, misshapen mosaic, kitschy chaos, and the uninvited ugly. You name it, we guard against it.


Stable Diffusion v2.1 (768)

Prompting Possibilities

Summon a tiger’s essence through vector art stickers with vivid hues and a white backdrop. Let the colors be lively and pastel cute.


Unveiling Animal Vector Art: From anime-inspired enchantment with MeinaMix to vibrant sticker tales using Stable Diffusion v2.1 (768), we’ve explored diverse avenues of animal vector art. Strategic prompts and negative cues have guided our creations, ensuring the pure essence of our animals. As we conclude, remember that the digital canvas is your realm to let imagination roam, where animals become the embodiment of your artistic journey’s magic.

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