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acan

Attention-based Context Aggregation Network for Monocular Depth Estimation

burst-denoising

deepismnet

Three-Dimensional Implicit Structural Modeling Using Convolutional Neural Network

dijkstras-algorithm

Implementations of Dijkstra's shortest path algorithm in different languages

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

dtan

Official TensorFlow\Keras implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. PyTorch supprot Coming soon.

elastic-impedance-inversion-using-recurrent-neural-networks

Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interpretation, Aug. 2019

faultseg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

graphsage-simple

Simple reference implementation of GraphSAGE.

inversiontheory

Projects for inversion theory

jtk

The Mines Java Toolkit

lsd-seg

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

lss

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

modelarts-lab

ModelArts-Lab是示例代码库。更多AI开发学习交流信息，请访问华为云AI开发者社区：huaweicloud.ai

occupancy_networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

osv

Automatic fault interpretation with optimal surface voting

plotneuralnet

Latex code for making neural networks diagrams

precipitation-nowcasting

pytorch implemention of trajGRU.

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

pytorch-cyclegan

A clean and readable Pytorch implementation of CycleGAN

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

pytorch-ssim

pytorch structural similarity (SSIM) loss

pytorch-unet

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

segmentation-med

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

seismicmigration

Projects for Seismic Migration

stylegan2

StyleGAN2 - Official TensorFlow Implementation

stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch