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That's not unusual for computer vision (or any kind of sensor really), that kind of data is normally filtered and smoothed after that, and merged with previous
by jfim 7y ago
That's not unusual for computer vision (or any kind of sensor really), that kind of data is normally filtered and smoothed after that, and merged with previous frames or other sensors.
What would be worrying is the model misclassifying an object, not detecting it at all, or having the bounding box consistently off.
- eru 7y ago> That's not unusual for computer vision (or any kind of sensor really), [...] Including human vision. The raw sensory data is pretty messy, and with some ingenious experiments some researchers can get a glimpse of exactly how messy.
- jfim 7y agoOh definitely. The selective attention test [0] really shows how humans can perceive certain things in a way that's different from how computers perceive them. The research on GANs also shows how computers can be fooled by things that wouldn't confuse humans. [0] https://www.youtube.com/watch?v=vJG698U2Mvo https://www.youtube.com/watch?v=vJG698U2Mvo