joynny

ConvLSTM-PyTorch

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

ConvLSTM-image-prediction

Predict pictures based on ConvLSTM

crack_segmentation

This repository contains code and dataset for the task crack segmentation using two architectures UNet_VGG16, UNet_Resnet and DenseNet-Tiramusu

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-from-scratch

『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)

Deep-Learning-with-PyTorch-Chinese

本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。

DeepAerialMatching_pytorch

Official Implementation of Deep Aerial Image Matching using PyTorch

DnCNN

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

e3d_lstm

e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond

FFDNet

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)

image-restoration-with-U-net

Image restoration with different U-net（encoder-decoder、U-net、Pix2Pix、nested U-net、Attention U-net)

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

public_ml_models

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Python-100-Days

Python - 100天从新手到大师

PyTorch-Course

JULYEDU PyTorch Course

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

Pytorch-UNet-1

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch-unet-resnet-50-encoder

PyTorch-YOLOv3

Minimal PyTorch implementation of YOLOv3

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

stable-diffusion-webui

Stable Diffusion web UI

Surface-Defect-Detection

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

UNet-family

Paper and implementation of UNet-related model.

Unet-Segmentation-Pytorch-Nest-of-Unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Violinplot-Matlab

Violin Plots for Matlab

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

yolo_1_pytorch

simplest implementation of yolo v1 via pytorch