Florence-2 — Vision task demo

Dev ToolsSee it livexenova-florence2-webgpu.static.hf.space

A vision demo explains its model download before a task selector and side-by-side input and output regions.

Florence-2 — Vision task demo — captured interface — Viewport capture · opening screen

Public demo · 2026-09-06Open full image ↗

AI interfaces

Why this pattern works

Expose the download step before starting a browser model.

Design notes

Surface: A vision demo explains its model download before a task selector and side-by-side input and output regions.
Navigation: Task selector and model-loading action
Layout: Introduction above paired input and output panels
Density: Focused controls with comfortable spacing.
Color: White, slate and blue
Type: Clear heading hierarchy and readable form labels.
Pattern: Expose the download step before starting a browser model.
States: Demo before loading the model; no image supplied.
Don't: Adapt the layout to your own product and supported capabilities; write your own examples and keep important actions clearly labeled.

Make it your own

Turn this reference into a useful brief for your project. Copy it into the AI tool you already use.

Your project

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Tech stack

Add constraints

What should the tool respect?

Preview & edit prompt

Prompt text

# My project
[Describe the product, audience, and screen you want to improve]

Stack: Use the existing project stack
Task: Implement the interface and verify the result in the existing project.

## Tool guidance (Any AI tool)
Use available project tools to inspect, implement, and test. State any unavailable capabilities.

# Design reference: Florence-2 — Vision task demo
Source: https://xenova-florence2-webgpu.static.hf.space/index.html
Swipefile reference: https://swipefile.design/ref/ai-demo-florence2-webgpu/
Captured: 2026-09-06. This is a dated reference, not a claim about the current live product.
Capture scope: one viewport. Do not infer unseen page sections or a complete user flow.

## Objective
Adapt the interaction and layout patterns below to my project. Use my own content and identity. Do not reproduce logos, proprietary copy, or brand assets.

## Reference notes
- surface: A vision demo explains its model download before a task selector and side-by-side input and output regions.
- nav: Task selector and model-loading action
- layout: Introduction above paired input and output panels
- density: Focused controls with comfortable spacing.
- color: White, slate and blue
- typography: Clear heading hierarchy and readable form labels.
- pattern: Expose the download step before starting a browser model.
- states: Demo before loading the model; no image supplied.
- dont: Adapt the layout to your own product and supported capabilities; write your own examples and keep important actions clearly labeled.

Useful for: Expose the download step before starting a browser model.

## Acceptance criteria
- Existing project conventions, design tokens, working functionality, and unrelated changes are preserved.
- Two or three reference principles clearly support the user's task; conflicts are resolved in favor of usability and the existing product.
- Reusable components and semantic HTML express the interface. Available licensed assets are used; important UI text is never rendered as a bitmap.
- Every visible control has a defined behavior. Loading, empty, error, success, disabled, and long-content states are specified where relevant. Demo data is clearly labeled.
- Navigation and content adapt at 375px, 768px, and 1440px without horizontal page overflow. Keyboard use, visible focus, labeled inputs, at least 44px touch targets, readable contrast, and reduced motion are supported.
- Verification distinguishes rendered behavior from proposals and identifies anything still requiring a backend or external service.

## Quality bar
Clear hierarchy, consistent spacing, restrained surfaces, and purposeful motion. Avoid decorative gradients, excessive cards, placeholder buttons, and invented metrics unless the project calls for them. Do not claim a feature is connected or tested without evidence.

Assembled in your browser. No API key or AI request needed. Changing the fields refreshes the preview.

## Objective
Adapt the interaction and layout patterns below to my project. Use my own content and identity. Do not reproduce logos, proprietary copy, or brand assets.

Useful for: Expose the download step before starting a browser model.

Florence-2 — Vision task demo

Make it your own

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