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liaoxuanzhi's Projects

adasoptimizer icon adasoptimizer

ADAS is short for Adaptive Step Size, it's an optimizer that unlike other optimizers that just normalize the derivative, it fine-tunes the step size, truly making step size scheduling obsolete, achieving state-of-the-art training performance

gabor-cnn-cifar-10 icon gabor-cnn-cifar-10

This project is created in order to compare the differences between the convolutional neural network with and without Gabor's feature extraction

pca-gan icon pca-gan

Using GANs and Principal Component Analysis to Generate Cats

tensorflow-yolov3 icon tensorflow-yolov3

🔥 pure tensorflow Implement of YOLOv3 with support to train your own dataset

tutorial icon tutorial

Tutorial source code(about machine learning and deep learning)

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