Essays about: "Haochen Liu"

Found 1 essay containing the words Haochen Liu.

  1. 1. Memory Efficient Semantic Segmentation for Embedded Systems

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Haochen Liu; Erik Olsson; [2019]
    Keywords : Neural networks; Semantic segmentation; Pruning; Quantization; Tiling; Memory allocation; DeepLab; MobileNet; Technology and Engineering;

    Abstract : Convolutional neural networks (CNNs) have made rapid progress in the last years and in fields, such as computer vision, they are considered state-of-the-art. However, CNNs are very computationally intensive. This makes them challenging to use in embedded devices such as smartphones, security cameras and cars. READ MORE