RESFlow couples Spark-based distributed tiling with a hash-bucketed model gallery to run deep learning inference on satellite imagery, but the reported speedups and throughput numbers are inconsistent with its own tables.
Remote sensing image segmentation based on hadoop cloud platform,
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Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics
RESFlow couples Spark-based distributed tiling with a hash-bucketed model gallery to run deep learning inference on satellite imagery, but the reported speedups and throughput numbers are inconsistent with its own tables.