--- tags: [gradio-custom-component, BBoxAnnotator, image, annotation, bbox] title: gradio_bbox_annotator short_description: Bounding box annotation tool for Gradio colorFrom: blue colorTo: yellow sdk: gradio pinned: false app_file: space.py --- # `gradio_bbox_annotator` PyPI - Version Static Badge Static Badge Bounding box annotation tool for Gradio ## Installation ```bash pip install gradio_bbox_annotator ``` ## Usage ```python import gradio as gr from gradio_bbox_annotator import BBoxAnnotator example = BBoxAnnotator().example_value() demo = gr.Interface( lambda x: x, BBoxAnnotator(value=example, show_label=False), # input is interactive BBoxAnnotator(show_label=False), # output is static examples=[[example]], # examples are in the gallery format ) if __name__ == "__main__": demo.launch() ``` ## `BBoxAnnotator` ### Initialization
name type default description
value ```python str | Path | tuple[ str | Path, list[tuple[int, int, int, int, str | None]], ] | None ``` None A path or URL for the image, or a tuple of the image and list of (left, top, right, bottom, label) annotations.
categories ```python list[str] | None ``` None a list of categories to choose from when annotating the image.
label ```python str | None ``` None the label for this component, displayed above the component if `show_label` is `True` and is also used as the header if there are a table of examples for this component. If None and used in a `gr.Interface`, the label will be the name of the parameter this component corresponds to.
every ```python Timer | float | None ``` None Continously calls `value` to recalculate it if `value` is a function (has no effect otherwise). Can provide a Timer whose tick resets `value`, or a float that provides the regular interval for the reset Timer.
inputs ```python Component | Sequence[Component] | set[Component] | None ``` None Components that are used as inputs to calculate `value` if `value` is a function (has no effect otherwise). `value` is recalculated any time the inputs change.
show_label ```python bool | None ``` None if True, will display label.
show_download_button ```python bool ``` True If True, will display button to download annotations.
container ```python bool ``` True If True, will place the component in a container - providing some extra padding around the border.
scale ```python int | None ``` None relative size compared to adjacent Components. For example if Components A and B are in a Row, and A has scale=2, and B has scale=1, A will be twice as wide as B. Should be an integer. scale applies in Rows, and to top-level Components in Blocks where fill_height=True.
min_width ```python int ``` 160 minimum pixel width, will wrap if not sufficient screen space to satisfy this value. If a certain scale value results in this Component being narrower than min_width, the min_width parameter will be respected first.
interactive ```python bool | None ``` None if True, will allow users to upload and edit an image; if False, can only be used to display images. If not provided, this is inferred based on whether the component is used as an input or output.
visible ```python bool ``` True If False, component will be hidden.
elem_id ```python str | None ``` 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 ```python list[str] | str | None ``` None An optional list of strings that are assigned as the classes of this component in the HTML DOM. Can be used for targeting CSS styles.
render ```python bool ``` True If False, component will not render be rendered in the Blocks context. Should be used if the intention is to assign event listeners now but render the component later.
key ```python int | str | None ``` None if assigned, will be used to assume identity across a re-render. Components that have the same key across a re-render will have their value preserved.
### Events | name | description | |:-----|:------------| | `clear` | This listener is triggered when the user clears the BBoxAnnotator using the clear button for the component. | | `change` | Triggered when the value of the BBoxAnnotator changes either because of user input (e.g. a user types in a textbox) OR because of a function update (e.g. an image receives a value from the output of an event trigger). See `.input()` for a listener that is only triggered by user input. | | `upload` | This listener is triggered when the user uploads a file into the BBoxAnnotator. | ### User function The impact on the users predict function varies depending on whether the component is used as an input or output for an event (or both). - When used as an Input, the component only impacts the input signature of the user function. - When used as an output, the component only impacts the return signature of the user function. The code snippet below is accurate in cases where the component is used as both an input and an output. - **As output:** Is passed, a tuple of `str` containing the path to the image and a list of annotations. - **As input:** Should return, expects a `str` or `pathlib.Path` object containing the path to the image, or a tuple of. ```python def predict( value: tuple[str, list[tuple[int, int, int, int, str | None]]] | None ) -> str | pathlib.Path | tuple[ str | pathlib.Path, list[tuple[int, int, int, int, str | None]], ] | None: return value ```