Lotus-2 Normal

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Lotus-2 Normal is a Photo Editing tool that creates depth or surface-normal maps from images using AI. It provides an official demo of the powerful Lotus-2 model, displaying outputs with an interactive slider.

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Pricing

Free

Free tier

Yes

API

Skill level

Technical

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About

What is Lotus-2 Normal?

Lotus-2 Normal is an AI-powered tool available as a Hugging Face Space, designed to generate depth or surface-normal maps from uploaded images. Utilizing the advanced Lotus-2 image model, it processes your input and presents the resulting map alongside the original picture. The interactive slider allows for easy comparison and visualization of the generated output. This tool serves as an official demonstration of the Lotus-2 model, making it valuable for researchers, developers, and anyone interested in computer vision applications requiring precise surface normal information or depth estimation from images.

Best used for

Ideal for graphic designers who need to extract depth or surface normal information from images, prepare assets for 3D modeling, and analyze image geometry. Especially valuable for those working on computer vision projects or requiring precise surface data for rendering.

Common actions

generate depth maps

create normal maps

analyze image surfaces

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Capabilities

Key features

Generate depth maps
Generate surface-normal maps
Interactive output slider
Upload images
Official Lotus-2 model demo

Target Audience

graphic designer

Integrations

Not yet documented

Pricing & Plans

Free

FAQs

What kind of images can I upload to Lotus-2 Normal?

You can upload any standard image file to Lotus-2 Normal. The tool is designed to process these images and generate either a depth map or a surface-normal map, providing geometric information about the objects within the picture.

What is the difference between a depth map and a surface-normal map?

A depth map indicates the distance of surfaces from the camera, often represented by grayscale values where lighter means closer. A surface-normal map shows the orientation of surfaces, using color to represent the direction each surface is facing in 3D space.

Is there a limit to the number of images I can process?

As a Hugging Face Space, Lotus-2 Normal is typically subject to the platform's resource limits. While there isn't an explicit per-user limit stated, heavy usage might be throttled or require a Hugging Face Pro account for sustained performance.

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Research & Education › Scientific Computing

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