pyorc.Frames

class pyorc.Frames(xarray_obj)

Frames functionalities that can be applied on xr.DataArray

Initialize a frames xr.DataArray

Parameters:

xarray_obj (xr.DataArray) – frames data fields (from pyorc.Video.get_frames)

__init__(xarray_obj)

Initialize a frames xr.DataArray

Parameters:

xarray_obj (xr.DataArray) – frames data fields (from pyorc.Video.get_frames)

Methods

__init__(xarray_obj)	Initialize a frames xr.DataArray
edge_detect([wdw_1, wdw_2])	Convert frames in edges, using a band convolution filter.
get_piv(**kwargs)	Perform PIV computation on projected frames.
landmask([dilate_iter, samples])	Attempt to mask out land from water, by assuming that the time standard deviation over mean of land is much higher than that of water.
minmax([min, max])
normalize([samples])	Remove the mean of sampled frames.
plot([ax, mode])	Creates QuadMesh plot from a RGB or grayscale frame on a new or existing (if ax is not None) axes
project([resolution])	Project frames into a projected frames object, with information from the camera_config attr.
reduce_rolling([samples])	Remove a rolling mean from the frames (very slow, so in most cases, it is recommended to use Frames.normalize).
smooth([wdw])	Smooth each frame with a Gaussian kernel.
time_diff([thres, abs])	Apply a difference over time (i.e.
to_ani(fn[, figure_kwargs, video_kwargs, ...])	Store an animation of the frames in the object
to_video(fn[, video_format, fps])	Write frames to a video file without any layout

Attributes

camera_config	Camera configuration belonging to the processed video
camera_shape	Shape of the original camera objective of the processed video (e.g.
h_a	Actual water level belonging to the processed video