Whether the primary reasoning of deep stream can directly classify images without detection

There is no update from you for a period, assuming this is not an issue anymore.
Hence we are closing this topic. If need further support, please open a new one.
Thanks

Please refer to DeepStream SDK FAQ - #25 by fanzh

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