Utils.py

import os, pickle, copy
import numpy as np
import matplotlib.pyplot as plt

def plot_scroll_Image(x):
    '''
    :param x: input to view of form [rows, columns, # images]
    :return:
    '''
    if x.dtype not in ['float32','float64']:
        x = copy.deepcopy(x).astype('float32')
    if len(x.shape) > 3:
        x = np.squeeze(x)
    if len(x.shape) == 3:
        if x.shape[0] != x.shape[1]:
            x = np.transpose(x,[1,2,0])
        elif x.shape[0] == x.shape[2]:
            x = np.transpose(x, [1, 2, 0])
    fig, ax = plt.subplots(1, 1)
    if len(x.shape) == 2:
        x = np.expand_dims(x,axis=0)
    tracker = IndexTracker(ax, x)
    fig.canvas.mpl_connect('scroll_event', tracker.onscroll)
    return fig,tracker
    #Image is input in the form of [#images,512,512,#channels]

class IndexTracker(object):
    def __init__(self, ax, X):
        self.ax = ax
        ax.set_title('use scroll wheel to navigate images')

        self.X = X
        rows, cols, self.slices = X.shape
        self.ind = np.where(self.X != 0)[-1]
        if len(self.ind) > 0:
            self.ind = self.ind[len(self.ind)//2]
        else:
            self.ind = self.slices//2

        self.im = ax.imshow(self.X[:, :, self.ind],cmap='gray')
        self.update()

    def onscroll(self, event):
        print("%s %s" % (event.button, event.step))
        if event.button == 'up':
            self.ind = (self.ind + 1) % self.slices
        else:
            self.ind = (self.ind - 1) % self.slices
        self.update()

    def update(self):
        self.im.set_data(self.X[:, :, self.ind])
        self.ax.set_ylabel('slice %s' % self.ind)
        self.im.axes.figure.canvas.draw()


def load_obj(path):
    if path[-4:] != '.pkl':
        path += '.pkl'
    if os.path.exists(path):
        with open(path, 'rb') as f:
            return pickle.load(f)
    else:
        output = {}
        return output

def save_obj(path, obj): # Save almost anything.. dictionary, list, etc.
    if path[-4:] != '.pkl':
        path += '.pkl'
    with open(path, 'wb') as f:
        pickle.dump(obj, f, pickle.DEFAULT_PROTOCOL)
    return None


if __name__ == '__main__':
    xxx = 1