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mengkunzhao's Projects

fiftyone icon fiftyone

The open-source tool for building high-quality datasets and computer vision models

fishr icon fishr

Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization

fixmatch icon fixmatch

A simple method to perform semi-supervised learning with limited data.

fuse_seg_pytorch icon fuse_seg_pytorch

Pytorch Implementation of Paper: Enhancing Feature Fusion for Semantic Segmentation (face++)

ganomaly icon ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

gapanalysis icon gapanalysis

Tools to Determine Significance of Missing Craters Between Largest and Next-Largest

gcsal icon gcsal

Global Climate Statistical Analysis Library (GCSAL) allows viewing of climate statistics formulated from over 60 years of data acquisition at 3000 locations around the world.

gelm-ae-al icon gelm-ae-al

The following demo comes for two papers "Spatial-prior generalized fuzziness extreme learning machine autoencoder-based active learning for hyperspectral image classification" and "Multi-layer Extreme Learning Machine-based Autoencoder for Hyperspectral Image Classification".

geneview icon geneview

A python package for genomics data visualization by using matplotlib

gfpgan icon gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

glnet icon glnet

[CVPR 2019, Oral] "Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images" by Wuyang Chen*, Ziyu Jiang*, Zhangyang Wang, Kexin Cui, and Xiaoning Qian

gmnn icon gmnn

Graph Markov Neural Networks

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

grad-cam.pytorch icon grad-cam.pytorch

Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localizat

gscnn icon gscnn

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

hdml icon hdml

Hamming Distance Metric Learning with Non-linear Projection

hed icon hed

A PyTorch reimplementation of Holistically-Nested Edge Detection

hgnn icon hgnn

Hypergraph Neural Networks (AAAI 2019)

hr-s2dml icon hr-s2dml

codes for RS paper: High-Rankness Regularized Semi-supervised Deep Metric Learning for Remote Sensing Imagery

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