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What makes YUYV more efficient is downsampling. You represent 2 pixels with 4 bytes instead of 6 due to the loss of spatial color information. If there's no dow
by h4b4n3r0 8y ago
What makes YUYV more efficient is downsampling. You represent 2 pixels with 4 bytes instead of 6 due to the loss of spatial color information. If there's no downsampling, and there exists a transform between RGB and a given color space, your network will simply learn slightly differently. Remember that after the very first layer there's no notion of color space anymore.
- taeric 8y agoIntuitively, that makes sense. However, I would still feel more comfortable to have it somewhat proven. Most intuition I have is out the window with deep learning.