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request on the queue, if the queue has been enabled. If False, will not put this event on the queue, even if the queue has been enabled. If None, will use the queue setting of the gradio app. batch: bool default `= False` If True, then the function should process a batch of inputs, meaning that it sh...
Event Listeners
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
event is pending. If set to "multiple", unlimited submissions are allowed while pending, and "always_last" (default for `.change()` and `.key_up()` events) would allow a second submission after the pending event is complete. js: str | Literal[True] | None default `= None` Optional frontend js method t...
Event Listeners
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
be used in @gr.render(). If set, this value identifies an event as identical across re-renders when the key is identical. validator: Callable | None default `= None` Optional validation function to run before the main function. If provided, this function will be executed first with queue=False, and on...
Event Listeners
https://gradio.app/docs/gradio/scatterplot
Gradio - Scatterplot Docs
Group is a layout element within Blocks which groups together children so that they do not have any padding or margin between them.
Description
https://gradio.app/docs/gradio/group
Gradio - Group Docs
with gr.Group(): gr.Textbox(label="First") gr.Textbox(label="Last")
Example Usage
https://gradio.app/docs/gradio/group
Gradio - Group Docs
Parameters ▼ visible: bool | Literal['hidden'] default `= True` If False, group will be hidden. elem_id: str | None default `= None` An optional string that is assigned as the id of this component in the HTML DOM. Can be used for targeting CSS styles. elem_classes: li...
Initialization
https://gradio.app/docs/gradio/group
Gradio - Group Docs
Walkthrough is a layout element within Blocks that can contain multiple "Step" Components, which can be used to create a step-by-step workflow.
Description
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
with gr.Walkthrough(selected=1) as walkthrough: with gr.Step("Step 1", id=1): btn = gr.Button("go to Step 2") btn.click(lambda: gr.Walkthrough(selected=2), outputs=walkthrough) with gr.Step("Step 2", id=2): txt = gr.Textbox("Welcome to Step 2")
Example Usage
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
Parameters ▼ selected: int | None default `= None` The currently selected step. Must be a number corresponding to the step number. Defaults to the first step. visible: bool default `= True` If False, Walkthrough will be hidden. elem_id: str | None default `= None` A...
Initialization
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
walkthrough
Demos
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
Methods
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392....
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
fn: Callable | None | Literal['decorator'] default `= "decorator"` the function to call when this event is triggered. Often a machine learning model's prediction function. Each parameter of the function corresponds to one input component, and the function should return a single value or a tuple of valu...
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
animation while event is running: "full" shows a spinner which covers the output component area as well as a runtime display in the upper right corner, "minimal" only shows the runtime display, "hidden" shows no progress animation at all show_progress_on: Component | list[Component] | None default `= N...
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
to cancel when this listener is triggered. For example, setting cancels=[click_event] will cancel the click_event, where click_event is the return value of another components .click method. Functions that have not yet run (or generators that are iterating) will be cancelled, but functions that are currently running wil...
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
s endpoint. Can be "public" (shown in API docs and callable by clients), "private" (hidden from API docs and not callable by the Gradio client libraries), or "undocumented" (hidden from API docs but callable by clients and via gr.load). If fn is None, api_visibility will automatically be set to "private". ...
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392....
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
rs ▼ fn: Callable | None | Literal['decorator'] default `= "decorator"` the function to call when this event is triggered. Often a machine learning model's prediction function. Each parameter of the function corresponds to one input component, and the function should return a single value or a tuple o...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
gress animation while event is running: "full" shows a spinner which covers the output component area as well as a runtime display in the upper right corner, "minimal" only shows the runtime display, "hidden" shows no progress animation at all show_progress_on: Component | list[Component] | None defaul...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
vents to cancel when this listener is triggered. For example, setting cancels=[click_event] will cancel the click_event, where click_event is the return value of another components .click method. Functions that have not yet run (or generators that are iterating) will be cancelled, but functions that are currently runni...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
of this endpoint. Can be "public" (shown in API docs and callable by clients), "private" (hidden from API docs and not callable by the Gradio client libraries), or "undocumented" (hidden from API docs but callable by clients and via gr.load). If fn is None, api_visibility will automatically be set to "private". ...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
tring that is assigned as the id of the <div> containing the contents of the Step layout. The same string followed by "-button" is attached to the Step button. Can be used for targeting CSS styles. elem_classes: list[str] | str | None default `= None` An optional string or list of strings that are ass...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%20318...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
lable | None | Literal['decorator'] default `= "decorator"` the function to call when this event is triggered. Often a machine learning model's prediction function. Each parameter of the function corresponds to one input component, and the function should return a single value or a tuple of values, with each element ...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
is running: "full" shows a spinner which covers the output component area as well as a runtime display in the upper right corner, "minimal" only shows the runtime display, "hidden" shows no progress animation at all show_progress_on: Component | list[Component] | None default `= None` Component or lis...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
stener is triggered. For example, setting cancels=[click_event] will cancel the click_event, where click_event is the return value of another components .click method. Functions that have not yet run (or generators that are iterating) will be cancelled, but functions that are currently running will be allowed to finish...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
blic" (shown in API docs and callable by clients), "private" (hidden from API docs and not callable by the Gradio client libraries), or "undocumented" (hidden from API docs but callable by clients and via gr.load). If fn is None, api_visibility will automatically be set to "private". time_limit: int | N...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392....
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
fn: Callable | None | Literal['decorator'] default `= "decorator"` the function to call when this event is triggered. Often a machine learning model's prediction function. Each parameter of the function corresponds to one input component, and the function should return a single value or a tuple of valu...
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
animation while event is running: "full" shows a spinner which covers the output component area as well as a runtime display in the upper right corner, "minimal" only shows the runtime display, "hidden" shows no progress animation at all show_progress_on: Component | list[Component] | None default `= N...
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
to cancel when this listener is triggered. For example, setting cancels=[click_event] will cancel the click_event, where click_event is the return value of another components .click method. Functions that have not yet run (or generators that are iterating) will be cancelled, but functions that are currently running wil...
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
s endpoint. Can be "public" (shown in API docs and callable by clients), "private" (hidden from API docs and not callable by the Gradio client libraries), or "undocumented" (hidden from API docs but callable by clients and via gr.load). If fn is None, api_visibility will automatically be set to "private". ...
change
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392....
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
rs ▼ fn: Callable | None | Literal['decorator'] default `= "decorator"` the function to call when this event is triggered. Often a machine learning model's prediction function. Each parameter of the function corresponds to one input component, and the function should return a single value or a tuple o...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
gress animation while event is running: "full" shows a spinner which covers the output component area as well as a runtime display in the upper right corner, "minimal" only shows the runtime display, "hidden" shows no progress animation at all show_progress_on: Component | list[Component] | None defaul...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
vents to cancel when this listener is triggered. For example, setting cancels=[click_event] will cancel the click_event, where click_event is the return value of another components .click method. Functions that have not yet run (or generators that are iterating) will be cancelled, but functions that are currently runni...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
of this endpoint. Can be "public" (shown in API docs and callable by clients), "private" (hidden from API docs and not callable by the Gradio client libraries), or "undocumented" (hidden from API docs but callable by clients and via gr.load). If fn is None, api_visibility will automatically be set to "private". ...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%20318...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
lable | None | Literal['decorator'] default `= "decorator"` the function to call when this event is triggered. Often a machine learning model's prediction function. Each parameter of the function corresponds to one input component, and the function should return a single value or a tuple of values, with each element ...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
is running: "full" shows a spinner which covers the output component area as well as a runtime display in the upper right corner, "minimal" only shows the runtime display, "hidden" shows no progress animation at all show_progress_on: Component | list[Component] | None default `= None` Component or lis...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
stener is triggered. For example, setting cancels=[click_event] will cancel the click_event, where click_event is the return value of another components .click method. Functions that have not yet run (or generators that are iterating) will be cancelled, but functions that are currently running will be allowed to finish...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
blic" (shown in API docs and callable by clients), "private" (hidden from API docs and not callable by the Gradio client libraries), or "undocumented" (hidden from API docs but callable by clients and via gr.load). If fn is None, api_visibility will automatically be set to "private". time_limit: int | N...
select
https://gradio.app/docs/gradio/walkthrough
Gradio - Walkthrough Docs
Server is the Gradio API engine exposed on a FastAPI application (Server mode). It inherits from FastAPI, so all standard FastAPI methods (.get(), .post(), .add_middleware(), .include_router(), etc.) work directly on this instance. New methods added on top of FastAPI: api(): Decorator to register a Gradio API endpoin...
Description
https://gradio.app/docs/gradio/server
Gradio - Server Docs
from gradio import Server app = Server() @app.api(name="hello") def hello(name: str) -> str: return f"Hello {name}" @app.get("/") def root(): return {"message": "Hello World"} app.launch()
Example Usage
https://gradio.app/docs/gradio/server
Gradio - Server Docs
Parameters ▼ debug: bool default `= False` Enable debug mode for detailed error tracebacks. title: str default `= "FastAPI"` The title of the API, shown in the OpenAPI docs. summary: str | None default `= None` A short summary of the API. description...
Initialization
https://gradio.app/docs/gradio/server
Gradio - Server Docs
ault `= None` An async context manager for startup/shutdown lifecycle. terms_of_service: str | None default `= None` URL to the terms of service. contact: dict[str, Any] | None default `= None` Contact information dict for the API. license_info: dict[str, Any] | None...
Initialization
https://gradio.app/docs/gradio/server
Gradio - Server Docs
server_app
Demos
https://gradio.app/docs/gradio/server
Gradio - Server Docs
Methods
https://gradio.app/docs/gradio/server
Gradio - Server Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%20318....
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
None` concurrency_limit: int | None | Literal['default'] default `= "default"` concurrency_id: str | None default `= None` queue: bool default `= True` batch: bool default `= False` max_batch_size: int default `= 4` api...
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
-!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%203...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
debug: bool default `= False` max_threads: int default `= 40` auth: Callable[[str, str], bool] | tuple[str, str] | list[tuple[str, str]] | None default `= None` auth_message: str | None default `= None` prevent_thread_lock: bool default...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
itoring: bool | None default `= None` strict_cors: bool default `= True` node_server_name: str | None default `= None` node_port: int | None default `= None` ssr_mode: bool | None default `= None` pwa: bool | None default `= None` ...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%20318....
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
None` concurrency_limit: int | None | Literal['default'] default `= "default"` concurrency_id: str | None default `= None` queue: bool default `= True` batch: bool default `= False` max_batch_size: int default `= 4` api...
api
https://gradio.app/docs/gradio/server
Gradio - Server Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
-!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%203...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
debug: bool default `= False` max_threads: int default `= 40` auth: Callable[[str, str], bool] | tuple[str, str] | list[tuple[str, str]] | None default `= None` auth_message: str | None default `= None` prevent_thread_lock: bool default...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
itoring: bool | None default `= None` strict_cors: bool default `= True` node_server_name: str | None default `= None` node_port: int | None default `= None` ssr_mode: bool | None default `= None` pwa: bool | None default `= None` ...
launch
https://gradio.app/docs/gradio/server
Gradio - Server Docs
Creates an image component that can be used to upload images (as an input) or display images (as an output).
Description
https://gradio.app/docs/gradio/image
Gradio - Image Docs
**Using Image as an input component.** How Image will pass its value to your function: Type: `np.ndarray | PIL.Image.Image | str | None` Passes the uploaded image as a `numpy.array`, `PIL.Image` or `str` filepath depending on `type`. Example Code import gradio as gr def pred...
Behavior
https://gradio.app/docs/gradio/image
Gradio - Image Docs
Parameters ▼ value: str | PIL.Image.Image | np.ndarray | Callable | None default `= None` A `PIL.Image`, `numpy.array`, `pathlib.Path`, or `str` filepath or URL for the default value that Image component is going to take. If a function is provided, the function will be called each time the app loads t...
Initialization
https://gradio.app/docs/gradio/image
Gradio - Image Docs
erred from the image file type (e.g. "RGBA" for a .png image, "RGB" in most other cases). sources: list[Literal['upload', 'webcam', 'clipboard']] | Literal['upload', 'webcam', 'clipboard'] | None default `= None` List of sources for the image. "upload" creates a box where user can drop an image file, ...
Initialization
https://gradio.app/docs/gradio/image
Gradio - Image Docs
o calculate `value` if `value` is a function (has no effect otherwise). `value` is recalculated any time the inputs change. show_label: bool | None default `= None` if True, will display label. buttons: list[Literal['download', 'share', 'fullscreen'] | Button] | None default `= None` ...
Initialization
https://gradio.app/docs/gradio/image
Gradio - Image Docs
rovided, this is inferred based on whether the component is used as an input or output. visible: bool | Literal['hidden'] default `= True` If False, component will be hidden. If "hidden", component will be visually hidden and not take up space in the layout but still exist in the DOM s...
Initialization
https://gradio.app/docs/gradio/image
Gradio - Image Docs
es provided during constructor. webcam_options: WebcamOptions | None default `= None` placeholder: str | None default `= None` Custom text for the upload area. Overrides default upload messages when provided. Accepts new lines and `` to designate a heading. watermark: ...
Initialization
https://gradio.app/docs/gradio/image
Gradio - Image Docs
Shortcuts gradio.Image Interface String Shortcut `"image"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/image
Gradio - Image Docs
The `type` parameter controls the format of the data passed to your Python function. Choosing the right type avoids unnecessary conversions in your code: `type`| Your function receives| Shape / Format| Best for ---|---|---|--- `"numpy"` (default)| `numpy.ndarray`| `(height, width, 3)`, dtype `uint8`, values 0–255|...
Understanding Image Types
https://gradio.app/docs/gradio/image
Gradio - Image Docs
The `gr.Image` component can process or display any image format that is [supported by the PIL library](https://pillow.readthedocs.io/en/stable/handbook/image-file- formats.html), including animated GIFs. In addition, it also supports the SVG image format. When the `gr.Image` component is used as an input component, t...
`GIF` and `SVG` Image Formats
https://gradio.app/docs/gradio/image
Gradio - Image Docs
sepia_filterfake_diffusion
Demos
https://gradio.app/docs/gradio/image
Gradio - Image Docs
Description Event listeners allow you to respond to user interactions with the UI components you've defined in a Gradio Blocks app. When a user interacts with an element, such as changing a slider value or uploading an image, a function is called. Supported Event Listeners The Image component supports the following ...
Event Listeners
https://gradio.app/docs/gradio/image
Gradio - Image Docs
corresponds to one input component, and the function should return a single value or a tuple of values, with each element in the tuple corresponding to one output component. inputs: Component | BlockContext | list[Component | BlockContext] | Set[Component | BlockContext] | None default `= None` List o...
Event Listeners
https://gradio.app/docs/gradio/image
Gradio - Image Docs
animation at all show_progress_on: Component | list[Component] | None default `= None` Component or list of components to show the progress animation on. If None, will show the progress animation on all of the output components. queue: bool default `= True` If True, will place the r...
Event Listeners
https://gradio.app/docs/gradio/image
Gradio - Image Docs
n (or generators that are iterating) will be cancelled, but functions that are currently running will be allowed to finish. trigger_mode: Literal['once', 'multiple', 'always_last'] | None default `= None` If "once" (default for all events except `.change()`) would not allow any submissions while an ev...
Event Listeners
https://gradio.app/docs/gradio/image
Gradio - Image Docs
nd via gr.load). If fn is None, api_visibility will automatically be set to "private". time_limit: int | None default `= None` stream_every: float default `= 0.5` key: int | str | tuple[int | str, ...] | None default `= None` A unique key for this event listener to be...
Event Listeners
https://gradio.app/docs/gradio/image
Gradio - Image Docs
Helper Classes
https://gradio.app/docs/gradio/image
Gradio - Image Docs
gradio.WebcamOptions(···) Description A dataclass for specifying options for the webcam tool in the ImageEditor component. An instance of this class can be passed to the `webcam_options` parameter of `gr.ImageEditor`. Initialization Parameters ▼ mirror: bool default `= True` If True, the webcam wi...
Webcam Options
https://gradio.app/docs/gradio/image
Gradio - Image Docs
The gr.DownloadData class is a subclass of gr.EventData that specifically carries information about the `.download()` event. When gr.DownloadData is added as a type hint to an argument of an event listener method, a gr.DownloadData object will automatically be passed as the value of that argument. The attributes of thi...
Description
https://gradio.app/docs/gradio/downloaddata
Gradio - Downloaddata Docs
import gradio as gr def on_download(download_data: gr.DownloadData): return f"Downloaded file: {download_data.file.path}" with gr.Blocks() as demo: files = gr.File() textbox = gr.Textbox() files.download(on_download, None, textbox) demo.launch()
Example Usage
https://gradio.app/docs/gradio/downloaddata
Gradio - Downloaddata Docs
Parameters ▼ file: FileData The file that was downloaded, as a FileData object.
Attributes
https://gradio.app/docs/gradio/downloaddata
Gradio - Downloaddata Docs
Mount a gradio.Blocks to an existing FastAPI application.
Description
https://gradio.app/docs/gradio/mount_gradio_app
Gradio - Mount_Gradio_App Docs
from fastapi import FastAPI import gradio as gr app = FastAPI() @app.get("/") def read_main(): return {"message": "This is your main app"} io = gr.Interface(lambda x: "Hello, " + x + "!", "textbox", "textbox") app = gr.mount_gradio_app(app, io, path="/gradio") Then run `uvicorn run:app`...
Example Usage
https://gradio.app/docs/gradio/mount_gradio_app
Gradio - Mount_Gradio_App Docs
Parameters ▼ app: fastapi.FastAPI The parent FastAPI application. blocks: gradio.Blocks The blocks object we want to mount to the parent app. path: str The path at which the gradio application will be mounted, e.g. "/gradio". server_name: str default `...
Initialization
https://gradio.app/docs/gradio/mount_gradio_app
Gradio - Mount_Gradio_App Docs
ic request, that user is not authorized to access the gradio app (they will see a 401 Unauthorized response). To be used with external authentication systems like OAuth. Cannot be used with `auth`. root_path: str | None default `= None` The subpath corresponding to the public deployment of this FastAP...
Initialization
https://gradio.app/docs/gradio/mount_gradio_app
Gradio - Mount_Gradio_App Docs
browser console log. Otherwise, errors will only be visible in the terminal session running the Gradio app. max_file_size: str | int | None default `= None` The maximum file size in bytes that can be uploaded. Can be a string of the form "<value><unit>", where value is any positive integer and unit is...
Initialization
https://gradio.app/docs/gradio/mount_gradio_app
Gradio - Mount_Gradio_App Docs
or will attempt to load a theme from the Hugging Face Hub (e.g. "gradio/monochrome"). If None, will use the Default theme. css: str | None default `= None` Custom css as a code string. This css will be included in the demo webpage. css_paths: str | Path | list[str | Path] | None defa...
Initialization
https://gradio.app/docs/gradio/mount_gradio_app
Gradio - Mount_Gradio_App Docs
Creates a "Sign In" button that redirects the user to sign in with Hugging Face OAuth. Once the user is signed in, the button will act as a logout button, and you can retrieve a signed-in user's profile by adding a parameter of type `gr.OAuthProfile` to any Gradio function. This will only work if this Gradio app is run...
Description
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
**Using LoginButton as an input component.** How LoginButton will pass its value to your function: Type: `str | None` (Rarely used) the `str` corresponding to the button label when the button is clicked Example Code import gradio as gr def predict( value: str | N...
Behavior
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
Parameters ▼ value: str default `= "Sign in with Hugging Face"` logout_value: str default `= "Logout ({})"` The text to display when the user is signed in. The string should contain a placeholder for the username with a call-to-action to logout, e.g. "Logout ({})". eve...
Initialization
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
Shortcuts gradio.LoginButton Interface String Shortcut `"loginbutton"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs
login_with_huggingface
Demos
https://gradio.app/docs/gradio/loginbutton
Gradio - Loginbutton Docs