peterpong Goto Github PK

2021zodiac

2021珠海数据开放创新应用大赛(卫星遥感数据分析)

a-to-z-resources-for-students

Curated list of resources for college students

aquacrop

AquaCrop-OSPy: Python implementation of AquaCrop-OS

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

awesome-foundation-models-for-weather-and-climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

awesome-lwms

🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

awesome-remote-sensing-foundation-models

crop-type-mapping

Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

dl4es

Book

dofa-pytorch

Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

ds-ml-career

Materials for ML and DS interview preparation.

eewpython_book

A series of Jupyter notebook to learn Google Earth Engine with Python

eodag

Earth Observation Data Access Gateway

era5_in_gee

Functions and Python scripts to ingest ERA5 data into Google Earth Engine

espa-bulk-downloader

farmos

farmOS: A web-based farm record keeping application.

geotorchai

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale

ml4earth-hackathon-2022_winner

multi-modal-crop-classification

Code for the paper Multi Modal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery published in KDD Applied Data Science Track 2020

peterpong

Config files for my GitHub profile.

pytorch-classification

Classification with PyTorch.

satellite-image-deep-learning

Deep learning with satellite & aerial imagery

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

site

Course materials for the Automating GIS processes -course, University of Helsinki, Finland

speedcam_detect_vehicles

Track car speeds from video using YOLOv5 + Kalman filter

tf.keras-commonly-used-models

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.X下运行。

the-craft-of-selfteaching

One has no future if one couldn't teach themself.

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data