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Redundant OpenVINO dependency #5

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mgagvani opened this issue Jan 9, 2022 · 0 comments
Open

Redundant OpenVINO dependency #5

mgagvani opened this issue Jan 9, 2022 · 0 comments
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@mgagvani
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mgagvani commented Jan 9, 2022

The road-segmentation-adas-0001 model in models/ is used to segment out extraneous background when training on a racing game such as Forza Horizon. Currently, it runs through Intel OpenVINO toolkit. There is a large problem with this approach, however: it won't work on systems with ARM/AMD CPUs.

In order to make the approach of segmentation more viable, the OpenVINO IR (Intermediate Representation) model should be converted to a TensorFlow model for GPU acceleration. https://github.com/PINTO0309/openvino2tensorflow looks like a good resource.

@mgagvani mgagvani added the bug Something isn't working label Jan 9, 2022
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