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👋Hello , I am Tao Han ✨.

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- 👯 I’m looking to collaborate on Large Weather Model (LWM) and Ai4Science. Please feel free to drop me if you are interested in this topic.

tao han's Projects

adaptsegnet icon adaptsegnet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

awesome-atmos icon awesome-atmos

A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning

awesome_ai4earth icon awesome_ai4earth

Awesome-AI4Earth: a curated list of machine learning in Earth System, especially for weather and climate.

cra5 icon cra5

A large compression model for weather and climate data, which compresses a 200+ TB ERA5 dataset into a new 0.7TB CRA5 dataset.

drnet icon drnet

PyTorch implementations of the paper: "DR.VIC: Decomposition and Reasoning for Video Individual Counting, CVPR, 2022"

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

fengwu-ghr.onnx icon fengwu-ghr.onnx

The main goal of FengWu-GHR is to enable LWM inference with minimal setup and state-of-the-art performance on a wide variety of hardware - locally and in the cloud.

hrnet-semantic-segmentation icon hrnet-semantic-segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

hrvit icon hrvit

HRViT ("Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation"), CVPR 2022.

iim icon iim

PyTorch implementations of the paper: "Learning Independent Instance Maps for Crowd Localization"

lsd-seg icon lsd-seg

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

nlt icon nlt

PyTorch implementations of the paper: "Neuron Linear Transformation: Modeling the Domain Shift for Crowd Counting. (T-NNLS, 2021)..."

pytorch-fcn icon pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks.

steerer icon steerer

STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning, ICCV, 2023

usadtm icon usadtm

PyTorch implementations of "Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning" (NeurIPS2020)

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