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weidafeng's Projects

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

ccpd2coco icon ccpd2coco

Convert CCPD to COCO format, including bounding box, segmentation mask, segmentation map.

dcnv2 icon dcnv2

Deformable Convolutional Networks v2 with Pytorch

deep-compression icon deep-compression

Compress neural network with pruning and quantization using TensorFlow.

espcn-tensorflow icon espcn-tensorflow

An implementation of the Efficient Sub-Pixel Convolutional Neural Network in TensorFlow

ganotebooks icon ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

getsetgo_keras-beginner icon getsetgo_keras-beginner

Pretrained Convolutional Neural Network models(CNN) (Imagenet challange ILSVRC) are used to predict input image .Codes to extract specific layers ,fine tune and visualize those models are also provided.

image-compression-with-stacked_autoencoder icon image-compression-with-stacked_autoencoder

Using a Stacked Autoencoder with 3 hidden layers to compress MNIST images from 28x28 pixels to 14*14 pixels vice-versa. The deep neural network was built using the open-source python library Tensorflow.

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

models icon models

Models and examples built with TensorFlow

nlu2019 icon nlu2019

NLU2019 project: Question NLI. The task is to determine whether the context sentence contains the answer to the question (entailment or not entailment).

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