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wangzhongzhen's Projects

cnniqa icon cnniqa

CVPR2014-Convolutional neural networks for no-reference image quality assessment

deepo icon deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

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%)

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

imagematching icon imagematching

Face Detection,Template Matching , SURF , SIFT to detect features and keypoints in images .

pytorch-unet icon pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

pytorch_image_classifier icon pytorch_image_classifier

Minimal But Practical Image Classifier Pipline Using Pytorch, Finetune on ResNet18, Got 99% Accuracy on Own Small Datasets.

rankiqa icon rankiqa

The rep for the RankIQA paper in ICCV 2017

torchsample icon torchsample

High-Level Training, Data Augmentation, and Utilities for Pytorch

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