Abstract: One of the aims of the standardization committee has been the development of Part I, which could be used on a royalty- and fee-free basis. This is important for the standard to become widely ...

Abstract: Video analytics (VA), capable of autonomously understanding events in video content, has demonstrated significant potential across various applications, from surveillance to self-driving ...

To support int8 model deployment on mobile devices,we provide the universal post training quantization tools which can convert the float32 model to int8 model. mean and norm are the values you passed ...

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Our approach uses random feature masking during training to build a generalized model of a vehicle's network. To reduce the computational and storage burden of the model, we employ 8-bit ...