Ai image generation techniques and tool recommendations
Full prompt
如何让AI去抄参考图？花了两天时间研究如何让 AI 去抄参考图，快速做到 80% 相似度，从 50+提示词中整理出了常用的 「6 个精选反推提示词」，还有 4 个 AI 生图工具的真实使用体验。如果有更好的方法，欢迎大家补充。 我的方法适合所有小白，不去折腾本地生图工具，思路是：拿到参考图-反推提示词-根据需要修改提示词-用几种生图工具一起出图-对比进行选择-再次调优提示词/图像-使用合适的工具生图，循环♻️最终得到想要的画面效果。 工具的选择占到重中之重，最好使用 ChatGPT5thinking 这个效果我认为是最好的，如果没有充 plus 用Claude、Gemini、Grok 也是ok的。反推提示词的工具没有一定要用哪个，反正我也是多对比，我使用 AI 会一次性开很多个窗口，然后把提示词全部丢到不同的AI里面进行赛跑，留下最优的那一个继续生成。 就像 宝玉 老师在《为什么我用了那么多提示词模板甚至用了 AI 帮忙还是写不好提示词？》这篇文章里写的一样：拿到测试结果后，看看实际结果和你期望的结果有多大差距，差距在哪里。就好比你朝靶子开了一枪后，量一下离靶心多远。 生图工具方面，如果你不折腾本地的，我就推荐两个工具，一个是即梦，使用门槛低，审美在线，还有一个是 Grok 这玩意抽卡体验是真好，刷刷的，图片转视频也是十分丝滑，值得五星推荐 。 还有两个生图工具推荐也可以尝试： nano banana🌟🌟🌟🌟，人像方面色调质感方面，我给它满分，抽卡一次只能抽一张，有点慢。在 gemini 里面调用 ChatGPT 生图🌟🌟🌟，生成的图片很精致，就是味儿不对，生成速度偏慢 总之生图工具也是保持多平台、多尝试、多调优的原则，优化到满意的最后一版为止。所有反推提示词放下面，把参考图和提示词一起给你常用的 AI 就行： 提示词 1 （通用、平面）模型好就用这个，这个是通用的，模仿 banner、海报效果、标签卡等等平面都非常good： “请分析这张图片，并生成一个能够指导AI作图工具重新创作类似作品的文生图提示词，用一段话整合，不要生图。” 提示词 2 （通用、平面）觉得上面这个效果不好，可以用这个提示词，搞多方面描述： “请分析这张图片，并生成一个能够指导AI作图工具重新创作类似作品的文生图提示词。提示词中需从主体内容、场景设定、风格参考、色调色彩、构图视角、细节补充等这些角度用文字描述图片，用一句话整合。” 提示词 3 模仿产品摄影风格就用这个： “分析井反推该图像的AI生图提示词。需涵盖以下要素：风格调性与视觉氛围、拍摄视角或镜头类型、摄影构图技法、场景设定与主要内容、产品摆放的角度与具体位置（如置于何种物体表面）、场景中各类元素的形态及布局、物体的材质与质感表现、整体色彩搭配与背景细节描写等。请忽略任何文字排版信息，充分运用摄影及染领域的专业术语进行描述。提示词需符合中文AI绘图工具的解析逻辑，并最终整合为一段连贯而精准的指令文本。” 提示词 4 想要模仿产品外观，这个提示词最好用： “详细描述产品的外形特征、材质结构与包装上的文字和图案信息。避免涉及背景描述，并将以上要素整合为一段符合中文AI生图逻辑的提示词，要求能够直接用于生成产品图像。” 提示词 5 用 AI 把产品精修，这个提示词最好用： “请将这张图片进行商业精修，去除瑕疵，划痕，产品立体感强烈，光影明暗关系强烈，整体感觉干净且高级，图片比例符合透视。产品文字与参考图保持一致。” 提示词 6 结合上面两个产品相关的提示词，你想把你的产品图融合进新场景就用这个指令词： “请保持前面的场景设定，结合新产品的描述，产品角度需与场景视角保持一致。调整场景图色调，使其与新产品的配色风格相协调。仅提供生成该效果所需的提示词即可，不用生图。” 最后放上对比图，你喜欢哪个工具生成的呢？ 最后的最后，大家觉得有用麻烦给个「点赞收藏关注」吧！ 新人 AI 博主一枚，23 年大四的时候，在私域帮助 10000+学员学习 AI 玩法， 25 年做 X 希望得到您的一点支持，我会持续分享 AI 落地玩法的。
Source: 骑司Chase
How to use this prompt
- 1. Copy the full prompt above.
- 2. Open the free generator and paste it into the prompt box.
- 3. Upload a reference image if the prompt calls for one, then generate.
This prompt was written for Nano Banana Pro. It also works on the other Nano Banana models, with small differences in style and detail.
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Titanic" Pose Parody
Transform the person in the attached image into a cute chibi-style 3D character. Scene: On the pointed bow of a luxurious cruise ship. The man stands behind the woman at the bow, holding her waist with both hands. The woman is wearing a dress, arms spread wide, facing the wind, with a joyful and liberated expression on her face—just like the iconic scene from Titanic. The sky is painted in warm sunset tones, and the vast ocean stretches beneath the ship. Only the characters should be in chibi 3D style; the rest of the environment should be realistic.
1950s glamorous lady
Gemini Nano Banana 3.0 { "prompt_structure": { "subject": { "archetype": "Glamorous woman", "facial_reference": "Use uploaded image features", "pose": "Three-quarter profile, body angled toward camera, arm lifted elegantly near face", "action": "Holding a cigarette between fingers, holding a small metallic lighter in the other hand", "expression_and_mood": "Sultry, confident, seductive, intimate" }, "styling": { "hair": "Voluminous golden-blonde retro waves, sculpted 1950s pin-up bangs, soft curls framing face", "wardrobe": "Black satin backless dress, ultra-thin side straps, dramatic open silhouette revealing waist and hips", "accessories": "Large stacked silver rhinestone bracelets, small metallic lighter", "texture_notes": "Silky satin texture, sparkling rhinestones, glossy lips" }, "composition": { "setting": "Old Hollywood nightlife, smoky vintage-noir atmosphere", "lighting": "Warm, dramatic, low-key, deep shadows, golden highlights on cheekbones", "framing": "Tight portrait framing" }, "technical_specs": { "resolution": "8k ultra-high-resolution", "visual_style": "Hyper-realistic, cinematic, polished", "camera_effects": "Shallow depth of field, soft film-grain texture" } }, "final_prompt_string": "Hyper-realistic 8k portrait of a glamorous woman with [uploaded facial features], vintage-noir style. She stands in three-quarter profile, sultry and confident, wearing a black satin backless dress with ultra-thin side straps revealing her waist. Hair styled in voluminous golden-blonde 1950s retro waves and pin-up bangs. She holds a cigarette elegantly near her face, wearing stacked silver rhinestone bracelets. Warm, dramatic low-key lighting with deep shadows and golden highlights. Smoky, intimate old Hollywood nightlife atmosphere. Shot on ultra-high-resolution camera, shallow depth of field, soft film-grain texture." }
1964 vs 2018 same room comparison
> a photo of a bedroom, split down the middle, the left side is 2018, the right side is 1964, it's the same room
3 tips for image generation
補足3 画像生成のコツ 「文字数少なめ」で指示すること。 ※nanobananaは文字を詰め込む癖があるため 今回使ったプロンプトと画像↓ Nanobanana-proで5枚作成 アスペクト比16:9 #シーン 広告ポスターを作成 ワイモバイルらしい赤を基調 #内容 新トクするサポート 2年レンタル 支払総額 24円
35mm Film Style Flying Island
35 mm photo of Moscow floating in the sky on a flying islands.
3D Chibi Chinese Wedding Scene
Transform the two people in the photo into chibi-style 3D cartoon characters, dressed in traditional Chinese wedding attire. The overall theme is a festive red Chinese-style wedding. The background features a decorative “囍” (double happiness) paper-cut pattern in a classic folk style. Clothing (realistic texture, traditional details): Male: Wearing a red changpao and magua (traditional robe and jacket) embroidered with golden dragon motifs, symbolizing nobility and grandeur. A large red flower is tied on his chest, representing celebration and good fortune. Female: Dressed in a red xiuhe wedding gown adorned with exquisite golden floral and phoenix embroidery, showcasing elegance and luxury. She wears delicate floral hair ornaments to enhance her gentle and graceful appearance. Headwear: Male: A traditional red zhuangyuan (scholar) hat with golden patterns and a refined golden ornament at the top, exuding classic scholarly dignity. Female: A phoenix crown adorned with a central red flower, gold 3D decorative elements, and hanging tassels—luxurious and full of classical charm. This image should reflect the joy and blessing of a traditional Chinese wedding, with realistic textures for costumes and accessories, combined with stylized 3D chibi characters.
3D Chibi Proposal Scene
Transform the two people in the photo into chibi-style 3D cartoon characters. Change the scene to a proposal setting, with a soft pastel-colored floral arch in the background. Use romantic tones for the overall background. Rose petals are scattered on the ground. While the characters are rendered in cute chibi 3D style, the environment—including the arch, lighting, and textures—should be realistic and photorealistic.
3D Chibi-style University Anthropomorphic Mascot
Create a personified 3D chibi-style anime girl character representing {Northwestern Polytechnical University}, embodying the school’s distinctive strengths in {aeronautics, astronautics, and marine engineering}.
3D Couple Jewelry Box Figurine
Create a finely crafted, adorably charming 3D-rendered collectible figure based on the subjects in the photo, displayed inside a pastel-toned, warm and romantic presentation box. The box is designed in a soft cream color with gentle gold accents, resembling an elegant portable jewelry case. When opened, the box reveals a heartwarming romantic scene: two chibi-style characters gazing sweetly at each other. The lid is engraved with the words “FOREVER TOGETHER,” surrounded by delicate star and heart motifs. Inside the box stands the female from the photo, holding a small bouquet of white flowers. Beside her is her partner, the male from the photo. Both characters have large, expressive, sparkling eyes and soft, warm smiles that radiate affection and charm. Behind them is a round window, through which a sunny skyline of a traditional Chinese town can be seen, along with gently drifting clouds. The interior is softly lit with warm ambient lighting, and petals float in the background to enhance the atmosphere. The overall color scheme of both the display box and the characters is elegant and harmonious, creating a luxurious and dreamlike miniature keepsake. Aspect ratio: 9:16
3D Papercraft Pop-up Book
Multi-layered foldable paper sculpture pop-up book, placed on a desk, with a clean background highlighting the main subject. The book presents a 3D flip-book style, with a 2:3 vertical aspect ratio. The open pages display the scene of [Nezha Demon Child version battling Ao Bing]. All elements are finely foldable and assembled, showcasing a realistic and delicate texture of folded paper. The composition uniformly adopts a frontal perspective, with an overall dreamy and beautiful visual style, vibrant and gorgeous colors, full of a fantastical and lively story atmosphere.
3D Polaroid Breakout Effect
Convert the character in the scene into a 3D chibi-style figure, placed inside a Polaroid photo. The photo paper is being held by a human hand. The character is stepping out of the Polaroid frame, creating a visual effect of breaking through the two-dimensional photo border and entering the real-world 3D space.
3D Q-version Couple Snow Globe
Transform the person in the attached image into a snow globe scene. Overall environment: The snow globe is placed on a tabletop by the window, with a blurred, warm-toned background. Sunlight passes through the globe, casting golden sparkles that gently illuminate the surrounding darkness. Inside the globe: The characters are in a cute chibi-style 3D design, gazing at each other with eyes full of love.