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haitian-zhang's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

breizhcrops icon breizhcrops

A Satellite Time Series Dataset for Crop Type Identification

ccnet icon ccnet

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

change-detection-review icon change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

crop-classification icon crop-classification

A crop classification model which uses MobileNetV2 architecture to classify two types of crop field images "wheat" and "corn" to give a sigmoid output if the crop field is "wheat" crop field or a "corn" crop field.

deepcropmapping icon deepcropmapping

Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic corn and soybean mapping".

deeplearning icon deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeprl icon deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

dnn-rs icon dnn-rs

Deep Neural Networks with Remote Sensing Data

earthengine-apps icon earthengine-apps

A collection of Earth Engine Apps created using geemap, voila, and heroku

ganmcc icon ganmcc

Codo of GANMcC: A Generative Adversarial Network with Multi-classification Constraints for Infrared and Visible Image Fusion

gcforest icon gcforest

Python implementation of deep forest method : gcForest

geemap icon geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets

geet icon geet

Google Earth Engine Toolbox - Library to write small EE apps or big/complex apps with a lot less code.

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