7个 Nano Banana Pro 工作流，真正为开发者等节省数小时

Source: Dev.to

你知道，我的职业生涯是从网页开发者开始的，早期花了不少时间玩一些最好的游戏，也有在游戏行业工作的扎实经验，比如编写代码、设计统一的游戏资源等。我深知这有多困难，也知道游戏开发者在构建这些内容时花费了多少时间。即使是很多 AI 工具也很难保持一致性。

在使用 Nano Banana Pro 之后，我发现它能够生成完美的等距网格且不会倾斜角度。这意味着你可以生成真正能够在地图上拼合的资源。

生成等距游戏环境与资源

提示示例

Create a stylized low-poly isometric view of a fantasy "Potion Shop" on a floating island. The building should have a purple thatched roof, a glowing sign that reads "Potions", and barrels of colorful liquid outside. The ground is grass with small stone paths. The background is a clean solid color. The lighting should be warm and cozy, resembling a high-quality mobile game asset. 3D render style, Blender Cycles.

另一个完整游戏视觉的提示

Create a cinematic buyer persona poster for "The Reluctant CTO".
Key attributes:
- Hates risk, loves reliability
- Trusts benchmarks, not promises
- Wants tools that integrate seamlessly
Render a dramatic portrait with dim server-room lighting, blue‑green hues, reflective glasses showing code, and the tagline: "If it doesn't scale, it doesn't exist."
Include bullet points as minimal typography on the side. Aspect ratio 3:2.

适用场景

• 独立游戏开发者 – 快速原型关卡或创建 UI 图标。
• 网页设计师 – 为着陆页制作时尚的等距插画（这类素材在素材站通常价格不菲）。

为计算机视觉训练生成带标签的合成数据

收集并标注真实世界的训练数据用于目标识别模型既繁琐又昂贵，而且往往带有偏见。Nano Banana Pro 能根据复杂的概率约束生成高保真、合成标注的图像，让你创建在实际拍摄中不可能出现的极端案例场景。

提示示例

Generate a hyper-realistic image of a retail shelf display for a new energy drink brand. The image must contain precisely 12 units of the product bottle (green label with black cap) scattered semi‑randomly on the top two shelves. The lighting should simulate poor, low‑light retail conditions (ISO noise visible, warm orange ambient lighting). Crucially, the final image must also contain bounding boxes around each of the 12 product bottles and be overlaid with a JSON‑like text output in the corner listing the coordinates and class label:
{"object": "energy_drink", "count": 12, "labels": [ (x1, y1, x2, y2), … ] }.
The perspective should be a slightly downward, high‑angle shot.

适用场景

• 机器学习工程师 / 数据科学家 – 生成大量极端案例图像（视线遮挡、光线不足、异常角度），以稳健地训练库存管理、质量检测或自动驾驶车辆目标检测模型。
• 机器人工程师 – 创建复杂的视觉环境，用于测试机器人导航和抓取预测。

使用摄像机指令创建电影分镜

目前的 AI 工具无法生成真实的长视频，但可以生成带有详细摄像机指令的电影分镜。Nano Banana Pro 能理解电影术语（景深、散景、荷兰角度），并像摄影指导一样作答。

提示示例

Hyper-realistic architectural render of a massive organic‑tech research facility built inside the hollow trunk of a colossal, ancient bioluminescent tree in an alien jungle at twilight. The exterior blends smooth dark metal panels with translucent, pulsating bio‑luminescent membranes emitting a soft inner glow. Polished dark‑wood pathways and glowing vine‑bridges wrap around the tree's interior. In the foreground, a detailed multi‑limbed robotic drone with glowing sensors tends to exotic alien flora in a hydroponic garden. Above, glowing spore‑like organisms drift through humid mist, reflecting the tree's light and the setting alien sun. Emphasize ancient bark texture, sleek metal surfaces, and translucent membranes. Volumetric lighting, extreme depth of field, cinematic cool blues, deep greens, subtle purples. Octane render, 16k, photorealistic.

适用场景

• 电影制片人 / YouTuber – 在拿起相机前规划镜头。
• 广告公司 – 向客户推介电视广告概念。
• 编剧 – 将场景可视化，以帮助在剧本中更好地描述氛围。

将混乱的职业路径转化为可视化技能图

很多人想学习新技能，却缺乏清晰的路线图。Nano Banana Pro 可以为任何技能生成可视化的职业路线图，将文字列表转化为 RPG 风格的技能树。

提示示例

Create a career roadmap for "Become a Senior Data Analyst in 18 months" as an RPG skill tree.
Use an isometric game‑map aesthetic with branching paths.
Each node must include:
- Skill name
- Tool (SQL, Excel, Tableau, Python)
- Time required
- A tiny icon representing the skill
Use a dark fantasy style, glowing node connections, and readable small text. Include a starting point "Zero Experience" and final node "Senior Data Analyst at $100K+". Use subtle neon accents. Aspect ratio 16:9.

生成的可视化图提供了一目了然的进阶路径，可与导师、团队成员共享，或用于个人规划。

生成完整的“内外”产品拆解图

大多数 AI 图像生成器在处理复杂机械时会出现幻觉，把齿轮放错位置。Nano Banana Pro 的推理引擎理解细致的概念，能够生成准确、详细的产品内部视觉，减少早期概念阶段对 3D 插画师的需求。

如果你喜欢实用的 AI 驱动工作流，考虑订阅 “AI Made Simple” 新闻通讯，获取更多洞见。