Pinned Repositories
Distance-Based-Model-Selection
geog5330
Applied Spatial and Spatiotemporal Analysis
geog5330-fall2017
Geog5330 for Fall 2017
geog5330-fall2018
Geog5330 at Texas Tech: Applied Spatial and Spatiotemporal Analysis
Papers-on-deep-learning-for-video-analysis
Share a list about some papers about deep learning for video analysis
summer2018-cug
Thesis
Super Resolution of Images using Deep Learning for Satellite Imagery
surfcao's Repositories
surfcao/AutoDeeplab
Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation
surfcao/AutoML
AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch
surfcao/banet
A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images
surfcao/cloudsat-gan
Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network
surfcao/convnets-as-gps
Code for "Deep Convolutional Networks as shallow Gaussian Processes"
surfcao/DeepCGP
Deep convolutional gaussian processes.
surfcao/DeepFaceLab
DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).
surfcao/deepglo
This repository contains code for the paper: https://arxiv.org/abs/1905.03806. It also contains scripts to reproduce the results in the paper.
surfcao/GSCNN
Gated-Shape CNN for Semantic Segmentation (ICCV 2019)
surfcao/ICESat2_hackweek_tutorials
Combined repository for final tutorial material from 2019 ICESat-2 HackWeek at the Univeristy of Washington
surfcao/IIC
Invariant Information Clustering for Unsupervised Image Classification and Segmentation
surfcao/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
surfcao/lantern-binaries
Lantern installers binary downloads.
surfcao/lectures
repository with the lectures for MLSS Skoltech
surfcao/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
surfcao/MSCRED
Multi-Scale Convolutional Recurrent Encoder-Decoder
surfcao/OSVOS-PyTorch
PyTorch implementation of One-Shot Video Object Segmentation (OSVOS)
surfcao/pytorch-unsupervised-segmentation
surfcao/R-data-visualisation-course
surfcao/raster-vision
An open source framework for deep learning on satellite and aerial imagery.
surfcao/raster-vision-examples
Examples of using Raster Vision on open datasets
surfcao/RDN
Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)
surfcao/robosat
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
surfcao/satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
surfcao/semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
surfcao/STATMOSShortCourse
surfcao/StratGAN
Coupling a generative adversarial network with image quilting to produce basin-scale realizations of fluvial stratigraphy.
surfcao/talks
Talks from Neil Lawrence
surfcao/tiler
👷 Build images with images
surfcao/tutorials
repository with the tutorials for MLSS Skoltech