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Xiaofei Wang's Projects

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-playground icon pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

resnet-18-tensorflow icon resnet-18-tensorflow

ResNet-18 TensorFlow Implementation including conversion of torch .t7 weights into tensorflow ckpt

retina-unet-1 icon retina-unet-1

Retina blood vessel segmentation with a convolutional neural network

saliency icon saliency

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

tensorflow-vgg16-train-and-test icon tensorflow-vgg16-train-and-test

The purpose of this program is for studying. Using tensorflow trains the vgg16 and recognizes only two kinds of picture(cat and dog).

tmrnet icon tmrnet

[TMI'2021] Temporal Memory Relation Network for Workflow Recognition from Surgical Video

unet-pytorch icon unet-pytorch

U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597

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