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Lorna's Projects

drrn-pytorch icon drrn-pytorch

PyTorch implements "Image Super-Resolution via Deep Recursive Residual Network"

dsgan-pytorch icon dsgan-pytorch

PyTorch implements `Frequency Separation for Real-World Super-Resolution` paper.

edsr-pytorch icon edsr-pytorch

PyTorch implements "Enhanced Deep Residual Networks for Single Image Super-Resolution"

efficientnetv1-pytorch icon efficientnetv1-pytorch

PyTorch implements `EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks` paper.

enas-pytorch icon enas-pytorch

PyTorch implements `Efficient Neural Architecture Search via Parameters Sharing` paper.

espcn-pytorch icon espcn-pytorch

A PyTorch implementation of ESPCN based on CVPR 2016 paper Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network.

esrgan-pytorch icon esrgan-pytorch

A simple implementation of esrgan, which uses the pytorch framework.

fan-pytorch icon fan-pytorch

PyTorch implements `Focusing Attention: Towards Accurate Text Recognition in Natural Images` paper.

fsrcnn-pytorch icon fsrcnn-pytorch

Fast implementation of fsrcnn algorithm based on pytorch framework

gan-pytorch icon gan-pytorch

A complete implementation of the Pytorch neural network framework for GAN

grcnn-pytorch icon grcnn-pytorch

PyTorch implements `Gated Recurrent Convolution Neural Network for OCR` paper.

homework icon homework

Code summary during C/C++ learning at school

idn-pytorch icon idn-pytorch

PyTorch implements `Fast and Accurate Single Image Super-Resolution via Information Distillation Network` paper.

inceptionv3-pytorch icon inceptionv3-pytorch

PyTorch implements `Rethinking the Inception Architecture for Computer Vision` paper.

inceptionv4-pytorch icon inceptionv4-pytorch

PyTorch implements `Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning` paper.

java-project icon java-project

The Java code for the second semester of the junior year can be found here (I have not been exposed to Java for more than two years, which is required by my studies).

keras-dcgan icon keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

lapsrn-pytorch icon lapsrn-pytorch

PyTorch implements `Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution` paper.

liif-pytorch icon liif-pytorch

PyTorch implements `Learning Continuous Image Representation with Local Implicit Image Function` paper.

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