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xyaozi's starred repositories

Anomaly-Detection-PatchSVDD-PyTorch

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kmeans-anchor-boxes

k-means clustering with the Intersection over Union (IoU) metric as described in the YOLO9000 paper

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deeplabv3plus-pytorch

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

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deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

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mobilenetv2_deeplabv3_pytorch

Try to implement deeplab v3+ on pytorch according to offical demo.

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torch2trt

An easy to use PyTorch to TensorRT converter

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GCNet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

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DetNet_pytorch

An implementation of DetNet: A Backbone network for Object Detection.

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RAPiD

RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images (CVPR 2020 Workshops)

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generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

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KD_methods_with_TF

Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)

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SSD_mobilenetv2-with-Focal-loss

this repo is forked from https://github.com/amdegroot/ssd.pytorch. Implemented by pytorch

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pytorch-msssim

Fast and differentiable MS-SSIM and SSIM for pytorch.

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pytorch-ssim

pytorch structural similarity (SSIM) loss

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OCGAN

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pytorch_classification

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

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dcgan_vae_pytorch

dcgan combined with vae in pytorch!

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ADGAN

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN" CVPR 2020 (Oral); Pose and Appearance Attributes Transfer;

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