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d2l-zh icon d2l-zh

《动手学深度学习》,英文版即伯克利深度学习(STAT 157,2019春)教材。面向中文读者、能运行、可讨论。

data icon data

Data and code behind the articles and graphics at FiveThirtyEight

dehic icon dehic

Deep learning framework for hyperspectral image classification

hyperspectral icon hyperspectral

Deep Learning for Land-cover Classification in Hyperspectral Images.

image_classification_with_5_methods icon image_classification_with_5_methods

Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow

land_use_cnn icon land_use_cnn

Classification in Remote Sensing Optical Images by CNNs

pattern_classification icon pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

yolo icon yolo

implement the YOLO algorithm using MXNet/Gluon

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