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It would be fun to estimate depth maps from single images. And for the next act, estimate scene graphs from a single image where the understanding of what is b
by state_less 8y ago
It would be fun to estimate depth maps from single images.
And for the next act, estimate scene graphs from a single image where the understanding of what is being looked at and the position is estimated. For example, a fingernail connected to a jointed finger, connected to a hand, to an arm, to a body and so on. With dimensions, locations and rotations relative to each other.
One could render a humanoid model at 120 frames (or whatever the gpu would allow) a second using a set of estimated scene graphs trying to minimize error between the image and the rendering.
Add more models (tvs, cars, signs, letters, etc...) over time if the technique shows promise.