Implement IoUNet based on MMDetection

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  • OpenMMLab-IoUNet

  • Recently I implemented the IoUNet(https://arxiv.org/pdf/1807.11590.pdf) and gains similar results as in the paper. I would like to share this with anyone who's interested: https://github.com/thisisi3/OpenMMLab-IoUNet.

  • PreciseRoIPooling

    Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).

  • IoU or localization prediction has been an active topic in Object Detection and IoUNet is one of the early models that does that. However the authors only released code for the RoIPrecisePooling(https://github.com/vacancy/PreciseRoIPooling), which is a special RoI pooling method proposed in the paper, to my best knowledge.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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