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tensorflow / graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
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Street view as input #112

Closed ShettyHarapanahalli closed 4 years ago

ShettyHarapanahalli commented 4 years ago

Just wondering, if we feed streetview images for this what can be expected results ...

julienvalentin commented 4 years ago

This question is too broad. Please describe what the intended tasks are.

ShettyHarapanahalli commented 4 years ago

let me put it 2 phases if a 360 deg images of a room is shared for this model will I be able to localize the camera from a different position, usage of this for AR or mixed reality can get better results. putting this on street view/maps will be able to generate 3D map of the street, get a better understanding of surroundings for autonomous vehicles and help localize them with just visual information. Can the model consider reflections, shadows etc to understand the environment better ( in bends and other corner cases) and also build the street/city model for simulation like https://github.com/carla-simulator/carla etc, very helpful for autonomous driving.

julienvalentin commented 4 years ago

I would suggest that you to define the technical bits you need to realize what you have in mind and browse the documentation. A couple of things you describe can indeed be done.