Impasto oil painting of a lighthouse on rocky shore with vibrant blue swirling night sky, crashing waves, and warm glowing lighthouse light.
Impasto oil painting of a futuristic woman wearing a sleek black leather suit and VR headset, sitting confidently on a mechanical power suit inside a high-tech industrial room.

推奨パラメータ

samplers

DPM++ 2M, Euler, Euler_A, SGM Uniform, DPM++ 2M SGM Uniform

steps

5 - 20

cfg

3.5

resolution

1024x1536

other models

flux1-dev-fp8 (1be961341b)

ヒント

Apply a thick layer of paint to your canvas for best effect.

Works better with landscape images and less effective on people.

If the brushstroke effect is too strong, try using Euler or Euler_A samplers instead of DPM++ 2M.

Variant 3 was trained with Florence 2 captioning to improve targeted brushstrokes.

You can try combining variants 1 and 2 to dial up certain artistic effects.

Using the 4 steps Schnell LoRA will make brushstrokes more rectangular and pronounced.

バージョンのハイライト

I want to see if I can make the LoRA produce more "natural" brushstrokes. So I used images captioned with Florence 2, and removed images that have more "rectangular" brush strokes from the training set. The result does seem to work. This is probably going to be the last variant of this LoRA 😹.

To give you some idea of the images that went into the training set, you can see this post, which was created using the Florence 2 captions for the training set.

This is epoch 11 from 12 epochs. The rest can be found here: tensor. art/models/804233992246203471/Impasto-Oil-V6-CapD6A3Cos5-2024-12-06-19:09:36-Ep-11

FLUX.1 - dev-fp8

Trigger: impasto oil painting

Repeat: 20 Epoch: 12 17 512x512 image (* 20 12 17)=4080 steps

Unet LR: 0.0005

Scheduler: cosine

Optimizer: AdamW

Network Dim: 6 Alpha: 3

Prompt: impasto oil painting of punk sailor moon playing a guitar at a heavy metal mosh pit, tattoos, pearcing

Sampler: dpmpp_2m

Epoch Loss

1 0.441

2 0.4??

3 0.415

4 0.406

5 0.381

6 0.383

7 0.376

8 0.356

9 0.351

1 0.328 <- lowest

11 0.330 probably test this one first

12 0.342

Apply a thick layer of paint to your canvas. Works better with landscape, weaker on people. All the examples are using DPM++ 2M with the SGM Uniform scheduler at 20 steps or 5 steps with the Schnell LoRA. If you find the effect too strong, try Euler or Euler_A instead.

Variant 3 was trained with Florence 2 captioning, in the hope that the brushstroke will be more "targeted". The training set differs slightly from Variant 2 in that a few images with "rectangular" brushstrokes have been removed. This is probably going to be the last variant of this LoRA 😹.

The different between variant 1 and variant 2 are not big but noticeable. Variant 1 has the tendency to produce trees, and the brush strokes can be more rectangular. One can also try different weight combinations of the two variants to dial up one or the other.

Variant 2 has more of an oil painting effect on people, but the brush stroke can seem to be more random. Colors also seem to be slightly more vibrant with Variant 2?

Brushstrokes tend to be more rectangular and more pronounced when this LoRA is used together with the 4 steps Schnell LoRA. To see the difference, you can compare the sample gallery against this post and this post, which are generated 20 steps without the use of the 4 steps Schnell LoRA.

To give you some idea of the images that went into the training set, you can see this post, which was created using the Florence 2 captions for the training set.

You can find other epochs of Variant 1 here: tensor. art/models/802426665713054686/Impasto-Oil-V1-NoCapD6A6Cos6-2024-12-01-23:22:40-Ep-10

Epoch 5 in particular is worth trying: tensor. art/models/802413737861519059

All epochs of Variant 2 can be found here: tensor. art/models/803870187041456795/Impasto-Oil-V5-NoCapD6A3Cos5-2024-12-04-19:44:33-Ep-10

All epoch of Variant 3 can be found here: tensor. art/models/804233992246203471/Impasto-Oil-V6-CapD6A3Cos5-2024-12-06-19:09:36-Ep-11

Here is what ChatGPT has to say about the subject

The impasto technique is a painting method where thick layers of paint are applied to a surface, creating a textured, three-dimensional effect. The term "impasto" comes from the Italian word for "paste" or "dough," reflecting the dense, sculptural quality of the paint.


Key Characteristics

  1. Thick Paint Application: Paint is applied so thickly that brushstrokes or palette knife marks are clearly visible.

  2. Texture: The raised areas of paint create physical texture, adding depth and dimension to the artwork.

  3. Light and Shadow: The ridges and grooves of the paint catch and reflect light differently, enhancing the sense of movement and energy in the piece.

  4. Expressive Style: Impasto is often associated with bold, expressive work due to the dramatic texture and emphasis on the artist's gestures.


How It’s Done

  • Tools: Artists typically use a palette knife, bristle brushes, or fingers to apply thick paint.

  • Paint: Impasto works best with heavier paints like oil or acrylic, which retain their shape and thickness. Mediums or additives can also be mixed into paints to increase their viscosity.

  • Layering: The technique may involve layering wet paint over wet (wet-on-wet) or letting layers dry between applications.


Purpose and Effects

  • Emotional Impact: Impasto conveys a sense of immediacy and intensity, emphasizing the artist’s physical interaction with the canvas.

  • Focus on Gesture: Visible strokes draw attention to the process of creation, making the technique itself part of the artwork's meaning.

  • Surface Interest: Adds tactile and visual interest, making the surface more engaging.

  • Realism or Abstraction: Can be used to create lifelike texture (e.g., the fur of an animal) or to emphasize abstraction through expressive strokes.


Historical and Modern Use

1. Old Masters
  • Early use of impasto can be seen in the works of artists like Rembrandt and Titian, who used it sparingly to add emphasis and realism, such as highlights on clothing or the glint in an eye.

2. Impressionists and Post-Impressionists
  • Vincent van Gogh is famous for his bold, swirling impasto strokes, particularly in works like The Starry Night, where the technique conveys emotion and movement.

  • Claude Monet also used impasto in his textured landscapes, capturing light and atmosphere.

3. Expressionists and Modern Artists
  • Expressionists such as Edvard Munch and later painters like Jackson Pollock and Willem de Kooning used impasto as a way to communicate raw emotion and energy.

  • Contemporary artists continue to use impasto to experiment with texture, depth, and interactivity in their work.


Advantages and Challenges

Advantages
  • Creates dynamic, tactile artworks.

  • Enhances visual interest through light and shadow interplay.

  • Adds a physical and emotional dimension to the painting.

Challenges
  • Requires skill to control the paint and achieve desired effects.

  • Thick layers may take a long time to dry, especially with oil paints.

  • Can be costly due to the amount of paint used.


Famous Works Featuring Impasto

  • The Starry Night (Vincent van Gogh)

  • Self-Portrait (Rembrandt)

  • Woman III (Willem de Kooning)


The impasto technique is not only a method of painting but also a means of personal expression, allowing artists to leave a physical trace of their movements and emotions on the canvas. Its ability to bring vibrancy and depth to a piece ensures its continued popularity among painters.

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モデル詳細

モデルタイプ

LORA

ベースモデル

Flux.1 D

モデルバージョン

Variant 3 (Florence2)

モデルハッシュ

af5f9034be

学習済みワード

impasto oil painting

作成者

ディスカッション

コメントを残すには log in してください。

「Impasto Oil Painting Style - Variant 3 (Florence2)」による画像

Impasto oil painting of a lighthouse on rocky shore with vibrant blue swirling night sky, crashing waves, and warm glowing lighthouse light.
Impasto oil painting of a futuristic woman wearing a sleek black leather suit and VR headset, sitting confidently on a mechanical power suit inside a high-tech industrial room.

アート画像

A closeup abstract portrait of a face featuring expressive brush strokes, tricolor ink splashes in orange, blue, and black with high contrast and emotional intensity.
A vibrant digital illustration of a mandrill’s head with bold red face, yellow eyes, pink nose and intricate black, white, and red fur patterns on a solid black background.
Sketch art of a large red and black dragon emerging in the rain at night facing a lone figure.
A futuristic cityscape with tall skyscrapers shrouded in fog and glowing orange and blue lights, featuring a large circular floating structure above.
A detailed portrait of a military commander blending Napoleonic era style with cyberpunk elements, dressed in luxurious black and gold uniform, in a smoky urban background.
Detailed portrait of an elven hemomancer woman wearing scarlet robes and hood, with glowing red eyes and intricate golden embroidery, standing in a dark forest cave.
Confident woman wearing black leather bralette and wide-legged pants with bright green platform heels standing against a green wall with dramatic striped shadows.
Minimalist flat vector artwork showing a slender silhouette of a woman walking on a beach at Cap Canaille, Southern France, with a vivid Cote d'Azur seascape and large expressive clouds in the background.
金箔のドレスを纏った女性のシルエットが、アジアン風景で巨大な金色の月を背景に湖に立っている。
華麗な建築と劇的な照明を特徴とする壮大なオペラハウスの内装。

オイル画像

Hyper-realistic half-body android with cracked and rusted metal face covered in lush moss and wild flowers, set against a blurred forest background.
A Victorian gothic woman with elongated limbs stands in a moonlit twisted forest, adorned with steampunk gears on her head and surrounded by clocks and mechanical gears.
Man with buzzcut and leather jacket, kneeling on dusty ground in front of a rusty black Dodge Challenger in a post-apocalyptic wasteland.
A dark anthracite coal heart with mechanical textures, splitting open with glowing orange oil dripping onto a broken coal heart below surrounded by coal fragments.
ゴシックな墓地で長い黒髪のアニメ女性、満月の下。Stable Diffusionを使用してAIが生成した画像。
サイバーパンクな環境で汚れた雑巾を掴むサイボーグの手。

油絵画像

A white cat sits at a table with an open book, appearing sleepy and relaxed under the warm light of a nearby lamp in a cozy indoor setting.
Oil painting of a young teen girl with golden blond hair and blue eyes sitting on grass, gazing up at a starry night sky with distant mountains in the background.
Albino young female Commander Shepard in detailed black and red Mass Effect armor standing in a post-apocalyptic city with ruins and fires in the background, painted in an oil painting style inspired by Rembrandt.
A radiant tween angel with white wings and silver hair wearing a red fur-lined parka stands in snowy Antarctica, looking down at a curious emperor penguin in front of icy mountains.
A levitating alien beast shaped like a twisted seraph with wings made of fragmented starship hulls, burning eyes orbiting its head, bound by golden chains to a crumbling reactor altar as cultists throw ash and embers in the air.
A gentle mermaid with long flowing blond hair and a green scaled tail embraces a large glowing golden fish, surrounded by underwater flora and small fish, rendered in a soft pastel oil painting style.
Oil painting of Batgirl and Supergirl at a cozy slumber party in a warmly lit bedroom, with string lights and a pizza box adding to the relaxed atmosphere.
Top down view of a highly detailed anime-style young woman with flowing red hair and green eyes wearing a dark hoodie, black leggings, and blue sneakers standing in a futuristic cryogenic pod surrounded by machinery.
An oil painting of a forsaken village with dilapidated houses covered in overgrown vines, a single vibrant sunflower stands in the foreground bathed in warm golden light during sunset.
A romantic portrait of an albino young girl with long white hair and icy blue eyes, wearing a white lace dress, standing close to a dark-skinned African man in a black lace high-collared shirt, set against a soft gray background.

絵画画像

Hyperdetailed painting of a black leopard with intricate patterns, sitting in a dark jungle setting with textured brush strokes and golden warm lighting.
A majestic panda with pink and black fur, sporting a spiky mohawk with red stripes, sitting on a rocky cliff edge beside a Mediterranean olive tree, under neon aurora borealis skies.
A woman wearing a polished aluminum space suit with a glass dome helmet and jetpack stands against a desert moon landscape with rocky formations and a large glowing moon behind her, showcasing perfect hair and AtomPunk style details.
Abstract watercolor painting of lavender flowers with soft, blurred edges and a muted pastel background
A surreal creature with glowing white skin and large blue eyes, surrounded by intricate white branch-like structures extending from its head and neck.
A dramatic digital painting of a warrior with a dynamically dissolving coat in red and blue hues, holding a pistol and surrounded by smoke and debris.
A towering hyper-realistic crystal monolith rises from a barren desert landscape under a large red sun, with a flock of birds flying nearby against a dark starry sky.
A surreal painting of a spooky manor under a large, colorful moon with ominous shadowy creatures dancing on vibrant, fiery and icy pathways.
Painting of a flower pot with vibrant yellow flowers sitting on a table against a green background.
A crashed DC3 passenger plane resting on a frozen glacier surrounded by snow-covered rocky mountains under a serene, golden glowing sky.

スタイル画像

A dynamic portrait of a Polish archer holding a royal scimitar and drawing a bow, wrapped in the Polish flag with detailed armor, set against a dark fantasy background.
3D rendered giant robot standing in a field at night, glowing eyes, facing a boy in a yellow hoodie with starry sky and forest background.
Detailed illustration of a girl with long black hair and a curvy figure, rendered in an artistic chalk and coal style with dynamic composition.
Oil painting of a black raven perched on a gnarled tree branch against a vibrant sunset sky with dramatic clouds and distant mountains.
A striking upper body portrait of a gothic woman with vibrant orange and black abstract patterns overlaying her face, glowing eyes, and a sensual, sinister smile, depicted in a highly detailed charcoal drawing style with intense, vibrant colors and volumetric lighting.
Stylized Parisian woman in black haute couture dress and hat walking a white Scottish terrier on a yellow background, shown in side profile with minimalist pop art style.
紫色の髪のバレリーナがプリーツドレスを着て、リボンと花びらが散らばる磨かれた床の上に立っている全身写真。
遊園地で黒のミニドレスを着た短い青髪の女性。
手作りのリビングルームでアニマルプリントのレギンスとサテンのキャミソールを身に着けた女性。
ゴールドのアンクルブーツとマルチカラードレスを身に着けた下半身。