sunshineatnoon/Paper-Implementations

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sunshineatnoon/Paper-Implementations

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Use PyTorch to implement some classic frameworks

Paper Implementations

Use PyTorch to implement some classic papers

Implemented

Classification on MNIST

Two layer CNN
Network in Network
ResNet18

Generative Models

Neural Style Transfer

LSTM

Char RNN

LinearStyleTransfer

This is the Pytorch implementation of "Learning Linear Transformations for Fast Image and Video Style Transfer" (CVPR 2019).

PytorchWCT

This is the Pytorch implementation of Universal Style Transfer via Feature Transforms.

Paper-Collection

A track of papers I read

Darknet.keras

Django-Celery-Example

This is a simple example about how to create a progress bar in Django with Celery.

Scrapy-Amazon-Sqlite

This is a project crawling backpack information and images from Amazon using python scrapy and store data to sqlite database.

Convolutional-Neural-Network

This is a matlab implementation of CNN on MNIST

Two-Layer-CNN-on-MNIST

Single-Layer-CNN-on-MNIST

A single Layer CNN on MIST, get an acurray of 97.24%

TensorFlow_Practice