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    leocvml/README.md

    Hi there 👋

    I'm interested in computer vision , DeepLearning, Scene reconstruction, AR, surgical navigation algorithms.
    If you are interested in this work, please follow me, I hope my work is helpful to you!

    Deep Learning Repo

    mxnet-im2rec_tutorial
    deeplabv3plus-gluon-mxnet - Segmentation
    DSOD-gluon-mxnet - Detection
    CycleGAN-gluon-mxnet - GAN model
    SiameseRPN-gluon-mxnet -Tracking
    Vision-Transformer-Tensorflow2 - Transformer on CV
    ISPSRnet train on raw data to rgb domain (WIP)

    Computer vision Repo

    Halide - here is some computer vision and image processing algorithm implement by Halide
    Octree - tree struct for 3d points
    MarchingCubes - creating a polygonal mesh from a voxel model

    Pinned Loading

    1. mxnet-im2rec_tutorialmxnet-im2rec_tutorialPublic

      this simple tutorial will introduce how to use im2rec for mx.image.ImageIter , ImageDetIter and how to use im2rec for COCO DataSet

      Python 100 15

    2. deeplabv3plus-gluon-mxnetdeeplabv3plus-gluon-mxnetPublic

      this repo is guide to segmentation using deeplabv3plus as sample

      Python 16 3

    3. DSOD-gluon-mxnetDSOD-gluon-mxnetPublic

      this repo attemps to reproduce DSOD: Learning Deeply Supervised Object Detectors from Scratch use gluon reimplementation

      Python 14 1

    4. CycleGAN-gluon-mxnetCycleGAN-gluon-mxnetPublic

      this repo attemps to reproduce Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks(CycleGAN) use gluon reimplementation

      Python 32 5

    5. d2l-ai/d2l-zhd2l-ai/d2l-zhPublic

      《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

      Python 79.7k 12.3k

    6. isl-org/Open3Disl-org/Open3DPublic

      Open3D: A Modern Library for 3D Data Processing

      C++ 13.9k 2.6k