SorourMo

segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

ImageToDEM

Generating Elevation Surface from a Single RGB Remotely Sensed Image Using Deep Learning

mlcpp

Set of examples of ML approaches implemented in C++

PyTorch-Simple-MaskRCNN

A PyTorch implementation of simple Mask R-CNN

HausdorffLoss

Implementation of Hausdorff loss function for DNN learning in segmentation tasks.

pytorch-mask-rcnn

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

DSAC

techniques

Techniques for deep learning with satellite & aerial imagery

mmdetection

OpenMMLab Detection Toolbox and Benchmark

darnet

ASLNet

res2-unet

BONAI

Official code for "Learning to Extract Building Footprints from Off-Nadir Aerial Images"

xtensor

C++ tensors with broadcasting and lazy computing

ttt_cifar_release

TTT Code Release

tent

ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization

few-shot-baseline

UDAStrongBaseline

Open-source stronger baseline for unsupervised or domain adaptive object re-ID.

ProDA

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

SpCL

[NeurIPS-2020] Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID.

OpenUnReID

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

cloudpathlib

Python pathlib-style classes for cloud storage services such as Amazon S3, Azure Blob Storage, and Google Cloud Storage.

dd-ml-segmentation-benchmark

DroneDeploy Machine Learning Segmentation Benchmark

MLAPLI

Adaptive_Affinity_Fields

Adaptive Affinity Fields for Semantic Segmentation

TorchSemiSeg

[CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

land-cover

Code for training and testing deep learning based land cover models.

landcover

Land Cover Mapping

ml_segmentation

Machine learning semantic segmentation - Random Forest, SVM, GBC