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王猛's Projects

3d-fcr-alphagan icon 3d-fcr-alphagan

Fully Convolutional Refined Auto Encoding Generative Adversarial Networks for 3D Multi Object Scenes

3dunetcnn icon 3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

augmentor icon augmentor

Image augmentation library in Python for machine learning.

blob icon blob

Python nD laplacian-of-gaussian blob detection

cifar10dataset icon cifar10dataset

Creat your own dataset with the similar format with CIFAR10 in python version.

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cs446 icon cs446

:computer: CS446: Machine Learning in 2018 Spring, UIUC

cvxpy icon cvxpy

A Python-embedded modeling language for convex optimization problems.

dltutorial_python icon dltutorial_python

Jason Brownlee의 Deep Learning with Python에 소개된 내용을 .ipynb로 옮겨서 따라하기 쉽게 만드는 작업

dsb17-walkthrough icon dsb17-walkthrough

An end-to-end walkthrough of the winning submission by grt123 for the Kaggle Data Science Bowl 2017

dsb17_3d_lung_nodule_classifier icon dsb17_3d_lung_nodule_classifier

3d convnet for the classification of nodules/tumor in lung CT scans. Trained on Luna16 for Kaggle's 2017 data science bowl competition (result in top 3%)

dsb3 icon dsb3

A deep learning framework for lung cancer prediction built with Lasagne/Theano

dsh_tensorflow icon dsh_tensorflow

implemement of DEEP SUPERVISED HASHING FOR FAST IMAGE RETRIEVAL_CVPR2016

euclid icon euclid

Euclid object labeller for object detection training purposes in Machine learning frameworks (KITTI, YOLO)

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