Not so long ago there was a design shared for MXNet Java API: [1]

In a couple of days we are going to have initial version of its implementation. 
We are looking for users who would like to get this initial version and 
evaluate how well it suits their use cases or just play around with it and 
provide feedback on its usability and performance. This initial version 
includes:
        - Predictor
        - ObjectDetector
        - NDArray, Context, Shape, DataDesc
        - Reference implementation of SSD

If you or someone you know is interested - please do not hesitate to reach out!

[1]: https://cwiki.apache.org/confluence/display/MXNET/MXNet+Java+Inference+API



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