kaytool

Abc_Math

- 支持动态解析数学表达式。 - 提供多种运算符和函数支持（加、减、乘、除、幂、取模等）。 - 支持变量 a、b、c 的灵活输入（数字或数组形状）。 - 内置常用数学函数（min、max、round、sum、len 等）。 - 自动处理 NaN 值，确保结果稳定性。 - 输出整数和浮点数两种格式。 - 适用于复杂计算场景。 - Supports dynamic parsing of mathematical expressions. - Provides a wide range of operators and functions (addition, subtraction, multiplication, division, power, modulo, etc.). - Flexible input for variables a, b, and c (numbers or array shapes). - Built-in common math functions (min, max, round, sum, len, etc.). - Automatically handles NaN values to ensure result stability. - Outputs results in both integer and float formats. - Suitable for complex calculation scenarios.

AIO_Translater

- 支持单文本输入的自动翻译。 - 内置高效 AI 翻译引擎，无需手动获取 API 密钥。 - 提供高质量翻译结果，适用于多种语言场景。 - 支持多种目标语言选择（英语、中文、德语、西班牙语等）。 - 自动检测源语言，简化用户操作。 - 高效稳定，适合快速集成到工作流中。 - Supports automatic translation of single text input. - Built-in high-efficiency AI translation engine, no need to manually obtain API keys. - Provides high-quality translations for various language scenarios. - Offers multiple target language options (English, Chinese, German, Spanish, etc.). - Automatically detects source language for simplified user experience. - Efficient and stable, ideal for quick integration into workflows.

Baidu_Translater

- 使用百度翻译 API 提供高质量的多语言翻译服务。 - 支持自动检测源语言及多种目标语言选择（中文简体、中文繁体、英语等）。 - 需要用户提供百度 API 的 App ID 和 App Key（可在 百度翻译开放平台 注册获取）。 - 自动保存用户输入的 API 配置，简化后续使用。 - 提供灵活的启用/禁用翻译功能开关。 - 适用于需要精准翻译的多语言工作流。 - Utilizes Baidu Translate API to provide high-quality multi-language translation services. - Supports automatic detection of source language and multiple target language options (Simplified Chinese, Traditional Chinese, English, etc.). - Requires users to provide Baidu API App ID and App Key (can be obtained by registering at Baidu Translate Open Platform). - Automatically saves user-entered API configurations for simplified subsequent use. - Provides a flexible switch to enable or disable the translation function. - Suitable for multi-language workflows requiring precise translations.

Color_Adjustment

- 提供全面的图像色彩调整功能，包括曝光、对比度、色温、色调和饱和度。 - 支持多种预设滤镜（基于 pilgram 库），快速应用流行风格。 - 可通过强度滑块精确控制滤镜效果。 - 支持批量处理图像，满足高效工作流需求。 - 提供灵活的开关选项，一键启用所有滤镜组合。 - 适用于图像后期处理与风格化生成。 - Offers comprehensive image color adjustments including exposure, contrast, temperature, tint, and saturation. - Supports multiple preset filters (based on the pilgram library) for quick application of popular styles. - Allows precise control of filter effects via a strength slider. - Supports batch processing of images for efficient workflows. - Provides flexible switch options to enable all filter combinations with one click. - Suitable for image post-processing and stylized generation.

Custom_Save_Image

- 支持自定义文件名前缀和后缀，确保输出文件名的唯一性。 - 提供灵活的图像保存功能，支持多种格式（PNG、JPG）。 - 可选择色彩配置文件（sRGB IEC61966-2.1 或 Adobe RGB 1998），确保色彩准确性。 - 支持保存元数据（作者信息、版权信息、生成提示词等）。 - 提供高质量 JPG 保存选项，可自定义压缩质量。 - 自动生成唯一文件名，避免覆盖已有文件。 - 适用于需要精确控制输出图像的工作流。 - Supports custom filename prefixes and suffixes to ensure the recognizability of output filenames. - Offers flexible image saving functionality with support for multiple formats (PNG, JPG). - Allows selection of color profiles (sRGB IEC61966-2.1 or Adobe RGB 1998) to ensure color accuracy. - Supports saving metadata (author info, copyright info, generation prompts, etc.). - Provides high-quality JPG saving options with customizable compression quality. - Automatically generates unique filenames to prevent overwriting existing files. - Suitable for workflows requiring precise control over output images. - 变量名大小写敏感，请确保正确输入。 Variable names are case-sensitive; please ensure correct input. 在 filenameprefix 中，可以使用以下动态变量来自定义文件名： In filenameprefix, you can use the following dynamic variables to customize the filename: - %date:yyyy-MM-dd%：当前日期，例如 2023-10-05 - %time:HH-mm-ss%：当前时间，例如 14-30-45 支持以下变量，多个 KSampler 节点会自动编号（如 1, 2）： - %KSampler.seed%：随机种子值 - %KSampler.steps%：采样步数 - %KSampler.cfg%：CFG 值 - %KSampler.samplername%：采样器名称 - %KSampler.scheduler%：调度器名称 - %KSampler.denoise%：去噪强度 - %width%：图像宽度（像素） - %height%：图像高度（像素）

Display_Any

- 可接收任意类型的输入并将其转换为字符串显示。 - 提供灵活的调试和查看功能，适用于任何数据类型。 - 输出结果可直接用于后续节点或日志记录。 - 简化复杂工作流中的数据可视化需求。 - Supports receiving any type of input and converting it to a string for display. - Provides flexible debugging and viewing capabilities, suitable for any data type. - The output can be directly used in subsequent nodes or for logging. - Simplifies data visualization needs in complex workflows.

Image_Composer

- 支持两张图像的合成，提供灵活的位置选项（顶部、底部、左侧、右侧）。 - 输入图像 A 和 B，分别支持可选的遮罩输入，自动处理遮罩缺失情况。 - 输出合成后的图像、遮罩和位置数据，便于后续裁切或编辑。 - 适用于图像拼接、布局设计等工作流。 - Supports compositing two images with flexible position options (top, bottom, left, right). - Inputs images A and B with optional mask inputs, automatically handling missing masks. - Outputs the composited image, mask, and positional data for subsequent cropping or editing. - Suitable for workflows involving image stitching and layout design.

Image_Cropper

- 根据 Image Composer 的位置数据裁切合成图像。 - 通过单一输入接收图像和遮罩数据，简化工作流连接。 - 支持选择裁切目标（图像 A 或 B），输出裁切后的图像和遮罩。 - 适用于从合成图像中提取特定区域的工作流。 - Crops the composited image based on positional data from Image Composer. - Receives image and mask data via a single input, simplifying workflow connections. - Supports selecting the crop target (image A or B), outputting the cropped image and mask. - Suitable for workflows extracting specific regions from composited images.

Image_Mask_Composer

- 支持图片和遮罩合成后填充背景 - supports image and mask composition with background filling

Image_Resizer

- 支持图像和遮罩的动态缩放，提供宽度、高度和比例保持选项。 - 若无遮罩输入，自动生成与图像同尺寸的全黑遮罩。 - 支持指定宽度或高度（0 表示保持原尺寸），并根据比例开关调整尺寸。 - 适用于需要调整图像尺寸或标准化输入的工作流。 - Supports dynamic resizing of images and masks with options for width, height, and aspect ratio preservation. - Automatically generates a full-black mask of the same size if no mask is provided. - Allows specifying width or height (0 retains original size), adjusting dimensions based on the aspect ratio switch. - Suitable for workflows requiring image resizing or input standardization.

Image_Size_Extractor

- 自动提取输入图像的宽度和高度。 - 支持批量图像（4D 张量）和单张图像（3D 张量）输入。 - 输出图像的宽度和高度，便于后续处理或计算。 - 适用于需要动态获取图像尺寸的工作流。 - Automatically extracts the width and height of the input image. - Supports batched images (4D tensor) and single images (3D tensor). - Outputs the width and height of the image for subsequent processing or calculations. - Suitable for workflows requiring dynamic retrieval of image dimensions.

Kay_BiRefNet_Loader

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Load_Image_Folder

- 提供图片的批量载入及批处理。 Provide batch loading and batch processing of images. - 支持 image 和 mask 的批量输出。 Support batch output of images and masks.

Mask_Blur_Plus

- 提供遮罩的模糊和扩展功能，增强遮罩的灵活性。 - 支持动态调整模糊半径和扩展强度。 - 模糊功能使用高斯模糊算法，确保平滑过渡。 - 扩展功能支持正向扩展（扩大遮罩）和负向扩展（缩小遮罩）。 - 适用于图像分割、遮罩优化等高级工作流。 - Provides mask blurring and expansion capabilities to enhance mask flexibility. - Supports dynamic adjustment of blur radius and expansion intensity. - Blurring uses Gaussian blur algorithm for smooth transitions. - Expansion supports both positive (enlarging the mask) and negative (shrinking the mask) adjustments. - Suitable for advanced workflows such as image segmentation and mask optimization.

Mask_Filler

- 自动填充遮罩中的闭合区域（如圆圈内部），优化遮罩效果。 - 输入单通道遮罩，输出填充后的遮罩，保留非闭合区域不变。 - 使用轮廓检测算法，确保精确填充所有闭合形状。 - 适用于遮罩绘制、图像分割等需要完善遮罩的工作流。 - Automatically fills closed regions in a mask (e.g., inside circles) to enhance mask quality. - Inputs a single-channel mask and outputs the filled mask, preserving non-closed areas unchanged. - Utilizes contour detection algorithms to ensure precise filling of all closed shapes. - Suitable for workflows involving mask drawing and image segmentation that require refined masks.

Preview_Mask

- 提供遮罩的快速可视化功能，将单通道遮罩转换为 RGB 图像。 - 支持动态调整遮罩范围，确保兼容不同输入格式。 - 输出预览图像到临时目录，便于快速查看和调试。 - 适用于遮罩生成、图像分割等任务的初步验证。 - Offers quick visualization of masks by converting single-channel masks into RGB images. - Supports dynamic adjustment of mask ranges to ensure compatibility with different input formats. - Outputs preview images to a temporary directory for easy viewing and debugging. - Suitable for preliminary validation in mask generation and image segmentation tasks.

Preview_Mask_Plus

- 提供多种遮罩预览模式，包括纯色背景（黑、白、红、绿、蓝）和原始遮罩视图。 - 支持动态调整预览样式，便于快速查看遮罩效果。 - 自动将遮罩与图像叠加，生成直观的可视化结果。 - 适用于遮罩调试、图像合成及分割任务。 - 输出预览图像到临时目录，方便快速访问。 - Offers multiple mask preview modes, including solid color backgrounds (black, white, red, green, blue) and raw mask view. - Supports dynamic adjustment of preview styles for quick visualization of mask effects. - Automatically overlays the mask with the image to generate intuitive visual results. - Suitable for mask debugging, image compositing, and segmentation tasks. - Outputs preview images to a temporary directory for easy access.

RemBG_Loader

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Remove_BG

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Slider_10

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Slider_100

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Slider_1000

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Strong_Prompt

- 基于 CLIP 模型生成高质量的正向和负向提示词嵌入。 - 支持灵活的预设样式选择，快速构建复杂提示词。 - 提供多种控制开关（启用/禁用负向输出、预设样式、ID 输入等）。 - 自动加载本地 JSON 文件中的预设样式数据，无需手动配置。 - 支持通过 ID 快速选择多个样式组合。 - 可零化负向提示词嵌入，满足特定场景需求。 - 适用于扩散模型的条件化输入，提升生成效果。 - Generates high-quality positive and negative prompt embeddings using the CLIP model. - Supports flexible preset style selection for quickly building complex prompts. - Provides multiple control switches (enable/disable negative output, presets, IDs input, etc.). - Automatically loads preset style data from local JSON files without manual configuration. - Supports quick selection of multiple styles via IDs. - Can zero out negative prompt embeddings to meet specific scenario requirements. - Suitable for diffusion model conditioning inputs to enhance generation results.

Tencent_Translater

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Text

- 提供一个多行文本输入框，支持动态输入和编辑。 - 输出原始文本内容，便于直接用于后续节点或日志记录。 - 适用于需要灵活处理文本的工作流场景。 - Provides a multi-line text input box with support for dynamic input and editing. - Outputs the original text content for direct use in subsequent nodes or logging. - Suitable for workflow scenarios requiring flexible text handling.

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To_Int

- 将任意类型的输入转换为整数，支持动态数据处理。 - 自动对浮点数进行四舍五入，并将无效输入默认为 0。 - 输出结果以文本形式显示，便于调试和验证。 - 适用于需要将数据标准化为整数的工作流场景。 - Converts any type of input to an integer, supporting dynamic data processing. - Automatically rounds floating-point numbers and defaults invalid inputs to 0. - Outputs the result as text for easy debugging and verification. - Suitable for workflow scenarios requiring data normalization to integers.