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depth_image = self.bridge.imgmsg_to_cv(data, '32FC1')

you should change the code to

depth_image = self.bridge.imgmsg_to_cv(data, "passthrough")

then, you'll get depth_image as float32.

(no longer transform using np.array is not needed.)

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