Tsingzao

Tsingzao

Geek Repo

Company:China Meteorological Administration

Location:Beijing, China

Home Page:https://tsingzao.github.io/

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Tsingzao's repositories

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Awesome-Super-Resolution

Collect super-resolution related papers, data, repositories

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awesome-wechat-weapp

微信小程序开发资源汇总 :100:

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axial-attention

Implementation of Axial attention - attending to multi-dimensional data efficiently

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BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, etc. Also support StyleGAN2, DFDNet.

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DANN

pytorch implementation of Domain-Adversarial Training of Neural Networks

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Data_Assimilation

MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19

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deep-weather

Deep Learning for Post-Processing Ensemble Weather Forecasts

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metnet

PyTorch Implementation of Google Research's MetNet (https://arxiv.org/abs/2003.12140), inspired from https://github.com/tcapelle/metnet_pytorch/tree/master/metnet_pytorch

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mldata

ML Datasets Catalog

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pytorch-GAT

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

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self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

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Single-Image-Super-Resolution

A collection of high-impact and state-of-the-art SR methods

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STudy

a study project for spatiotemporal prediction with deep learning

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Swin-Unet

The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

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transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

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Urban-computing-papers

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

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Video-Prediction

Implementation of Transformer Encoder Decoder Architecture for Video Predictions

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Video_Prediction_ZOO

This is a zoo which contain all kinds of video prediction model code(reimplementation or author provide)and the paper.I created this repository to make it easy for newbies in the video prediction field to get started.

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vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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WeatherBench

A benchmark dataset for data-driven weather forecasting

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yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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Zooming-Slow-Mo-CVPR-2020

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

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