Weijian Xu's starred repositories

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skeval

Skeleton Detection Evaluation

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py-hausdorff

Fast computation of Hausdorff distance in Python

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CED

Deep Crisp Boundaries

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texture-vs-shape

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

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PReMVOS

Proposal-generation, Refinement and Merging for Video Object Segmentation

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hed

pytorch code for Holistically-Nested Edge Detection

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hed

code for Holistically-Nested Edge Detection

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BSDS500

Mirror of the Berkeley Segmentation Data Set

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tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

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OIDv4_ToolKit

Download and visualize single or multiple classes from the huge Open Images v4 dataset

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sdfood

A personal collection of food in San Diego. (primarily asian food) (in Chinese)

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loss-landscape

Code for visualizing the loss landscape of neural nets

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Deep_Metric

Deep Metric Learning

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supervised-reptile

Code for the paper "On First-Order Meta-Learning Algorithms"

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pytorch-saliency

Real-time image saliency 🌠 (NIPS 2017)

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inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

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Synchronized-BatchNorm-PyTorch

Synchronized Batch Normalization implementation in PyTorch.

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pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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OCNet.pytorch

Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!

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pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

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senet.pytorch

PyTorch implementation of SENet

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FewShot-CVPR

Few-Shot Image Recognition by Predicting Parameters from Activations

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robustml

Interfaces for defining Robust ML models and precisely specifying the threat models under which they claim to be secure.

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mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

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