o e'@sdZddlmZddlmZddlZddlmZm Z ddl m Z ddl m ZddlmZdd lmZmZdd lmZdd lmZmZe d eeGd ddeee ZdS)zgr.AnnotatedImage() component.) annotations)LiteralN)documentset_documentation_group)JSONSerializable)Image)utils) IOComponent _Keywords)warn_style_method_deprecation)EventListenerMethod Selectable componentc@seZdZdZ d-dddddddddddddd d.ddZdd Zeejddddddddddf d/d"d#Z d0d(d)Z dddd*d1d+d,Z dS)2AnnotatedImageaq Displays a base image and colored subsections on top of that image. Subsections can take the from of rectangles (e.g. object detection) or masks (e.g. image segmentation). Preprocessing: this component does *not* accept input. Postprocessing: expects a {Tuple[numpy.ndarray | PIL.Image | str, List[Tuple[numpy.ndarray | Tuple[int, int, int, int], str]]]} consisting of a base image and a list of subsections, that are either (x1, y1, x2, y2) tuples identifying object boundaries, or 0-1 confidence masks of the same shape as the image. A label is provided for each subsection. Demos: image_segmentation NT) show_legendheightwidth color_maplabelevery show_label containerscale min_widthvisibleelem_id elem_classesvaluegtuple[np.ndarray | _Image.Image | str, list[tuple[np.ndarray | tuple[int, int, int, int], str]]] | Nonerboolr int | Nonerrdict[str, str] | Noner str | Noner float | Noner bool | Nonerrrintrrrlist[str] | str | Nonec  KsJ||_||_||_||_| tj|f|||| | | | | ||d |dS)a Parameters: value: Tuple of base image and list of (subsection, label) pairs. show_legend: If True, will show a legend of the subsections. height: Height of the displayed image. width: Width of the displayed image. color_map: A dictionary mapping labels to colors. The colors must be specified as hex codes. label: component name in interface. every: If `value` is a callable, run the function 'every' number of seconds while the client connection is open. Has no effect otherwise. Queue must be enabled. The event can be accessed (e.g. to cancel it) via this component's .load_event attribute. show_label: if True, will display label. container: If True, will place the component in a container - providing some extra padding around the border. scale: relative width compared to adjacent Components in a Row. For example, if Component A has scale=2, and Component B has scale=1, A will be twice as wide as B. Should be an integer. min_width: 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. visible: If False, component will be hidden. elem_id: 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: 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. ) rrrrrrrrrrN)rrrrr __init__)selfrrrrrrrrrrrrrrkwargsr+QD:\Projects\ConvertPro\env\Lib\site-packages\gradio/components/annotated_image.pyr(#s,( zAnnotatedImage.__init__cCs(|j|j|j|j|j|jdt|S)N)rrrrr selectable)rrrrrr-r get_config)r)r+r+r,r.dszAnnotatedImage.get_config~tuple[np.ndarray | _Image.Image | str, list[tuple[np.ndarray | tuple[int, int, int, int], str]]] | Literal[_Keywords.NO_VALUE]c Cs"||||||||| | |dd } | S)Nupdate) rrrrrrrrrrrZ__type__r+) rrrrrrrrrrrZupdated_configr+r+r,r0oszAnnotatedImage.updatey`tuple[np.ndarray | _Image.Image | str, list[tuple[np.ndarray | tuple[int, int, int, int], str]]]return*tuple[dict, list[tuple[dict, str]]] | NonecCs|durdS|d}t|tr|}tt|}n5t|tjr0|j||jd}tt |}nt|tj rK|j ||jd}tt |}t|}nt d|j|g}|jp[i}dd}|dD]\}} t|jd|jdf} t|tjr~|} nB|\} } } }d}d | | || | f<d| | || | |f<d| | || || f<d| | | || | f<d| |||| | f<| |vr||| }ngd }t|jd|jdd f}t| }d||dk<|d||dddddf<|d||dddddf<|d ||ddddd f<| d |dddddf<t|tj}|j ||jd}tt |}|j|||ddd| fqd|ddd|fS)a Parameters: y: Tuple of base image and list of subsections, with each subsection a two-part tuple where the first element is a 4 element bounding box or a 0-1 confidence mask, and the second element is the label. Returns: Tuple of base image file and list of subsections, with each subsection a two-part tuple where the first element image path of the mask, and the second element is the label. Nr)dirzUAnnotatedImage only accepts filepaths, PIL images or numpy arrays for the base image.cs2dtfddtddDS)N#cs&g|]}t||ddqS))r&).0ilvrr+r, s&zBAnnotatedImage.postprocess..hex_to_rgb..rr7)lstriplenrange)rr+r;r, hex_to_rgbs  z.AnnotatedImage.postprocess..hex_to_rgbr7g?)rrrCT)namedatais_file) isinstancestrnparray_ImageopenZndarrayZimg_array_to_temp_fileZDEFAULT_TEMP_DIRrabspathrZpil_to_temp_file ValueErrorZ temp_filesaddrZzerosshapecopyZ fromarrayZastypeZuint8append)r)r1Zbase_imgZ base_img_pathZ base_filesectionsrrAmaskrZ mask_arrayx1y1Zx2y2Z border_widthZ rgb_colorZ colored_maskZ solid_maskZcolored_mask_imgZ mask_fileZmask_file_pathr+r+r, postprocesssf            zAnnotatedImage.postprocess)rrrcKs4t|dur ||_|dur||_|dur||_|S)zc This method is deprecated. Please set these arguments in the constructor instead. N)r rrr)r)rrrr*r+r+r,styles zAnnotatedImage.style)N)rrrr rr!rr!rr"rr#rr$rr%rr rr!rr&rr rr#rr')rr/rr%rr!rr!rr"rr#rr%rr%rr!rr!rr%)r1r2r3r4)rr!rr!rr") __name__ __module__ __qualname____doc__r(r. staticmethodr ZNO_VALUEr0rZr[r+r+r+r,rsJA  !Sr)r_ __future__rtypingrnumpyrKZgradio_client.documentationrrZgradio_client.serializingrZPILrrMZgradiorZgradio.components.baser r Zgradio.deprecationr Z gradio.eventsr r initrr+r+r+r,s