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What I think is that imageRecordIter is meant to use with .rec files saved with image in BGR format, and outputs data in RGB as gluon network expects. (By the way can you confirm that assumption on gluon?) #19571
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Welcome to Apache MXNet (incubating)! We are on a mission to democratize AI, and we are glad that you are contributing to it by opening this issue. Please make sure to include all the relevant context, and one of the @apache/mxnet-committers will be here shortly. If you are interested in contributing to our project, let us know! Also, be sure to check out our guide on contributing to MXNet and our development guides wiki.