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rcnn-optimize

rfcn/faster rcnn optimize

重写计算库/并行加速/模块C改写和算法改进/网络模型的裁剪/fpga驱动

  • rpn: C code

  • roi: multi-thread C code

  • Vector * Vector :avx test

  • level_thread: multi-thread matrix multiple sgemm demo form openblas

  • ristretto_rfcn: R-FCN 自动定点化工具实现,将ristretto移植进入faster rcnn框架下

  • A10_FPGA_Dma: Altera 10 FPGA DMA驱动

  • rfcn_net: rfcn非卷积部分实现(softmax rpn psroi ave_pooling)以及最后的box regress, nms处理

  • rpn_optimize: 对rpn层的优化,算法改进等处理,性能提高20~100倍

  • net_modle_optimize: 对基础ZF Net网络模型的优化,借鉴Inception、shuffle net、Crelu、dw conv等等结构,性能提升2~8倍

图像视频处理:OpenCV GPU/GPU NPP/Ffmpeg Intel硬件解码、IPP图片转换

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