有没有一种简单的方法可以将一个 500x500x60 的数组转换成一个以 avi 格式保存的 60 帧视频?
我已经成功地使用动画环境使 plt.imshow 窗口动起来了,但是如何正确地保存呢?
def animate_cube(cube_array, cut=True, mn=0, sd=0, interval=75, cmap='hot'):
'''
animates a python cube for quick visualisation. CANNOT BE SAVED.
INPUT:
cube_array : name of 3D numpy array that needs to be animated.
cut : trims pixels off of the images edge to remove edge detector effects.
Default = True as 0 returns empty array.
mn : mean of the cube | Used for contrast
sd : std of the cube | Used for contrast
interval : #of ms between each frame.
cmap : colormap. Default='hot'
OUTPUT:
animated window going through the cube.
'''
fig = plt.figure()
std = np.std(cube_array[0])
mean = np.mean(cube_array[0])
if mn==sd and mn==0:
img = plt.imshow(cube_array[0][cut:-cut, cut:-cut], animated=True, vmax=mean+3*std, vmin=mean-3*std, cmap=cmap)
else:
img = plt.imshow(cube_array[0][cut:-cut, cut:-cut], animated=True, vmax=mn+3*sd, vmin=mn-3*sd, cmap=cmap)
def updatefig(i):
img.set_array(cube_array[i][cut:-cut, cut:-cut])
return img,
ani = animation.FuncAnimation(fig, updatefig, frames=cube_array.shape[0], interval=interval, blit=True)
plt.colorbar()
plt.show()