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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

  1. mxnet-im2rec_tutorial mxnet-im2rec_tutorial Public

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

    Python 100 14

  2. deeplabv3plus-gluon-mxnet deeplabv3plus-gluon-mxnet Public

    this repo is guide to segmentation using deeplabv3plus as sample

    Python 16 2

  3. DSOD-gluon-mxnet DSOD-gluon-mxnet Public

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

    Python 14

  4. CycleGAN-gluon-mxnet CycleGAN-gluon-mxnet Public

    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-zh d2l-ai/d2l-zh Public

    《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 57.6k 10.5k

  6. isl-org/Open3D isl-org/Open3D Public

    Open3D: A Modern Library for 3D Data Processing

    C++ 10.6k 2.2k