kundun14

voc2coco

Convert VOC format XMLs to COCO format json

TDA-M

SpatialEmbeddings

Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

coco-annotator

:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

tiff-to-geojson

Jupyter notebook to convert Tiff files to Geojson

SAM_field_delineation

Leveraging Segment-Anything Model (SAM) to delineate crop field boundaries on Sentinel-2 images

fzf

:cherry_blossom: A command-line fuzzy finder

verde

Processing and gridding spatial data, machine-learning style

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

spacv

Spatial cross-validation in Python.

Geoprocess-by-area

Automatically tile a DEM by watershed and calculate multiple derivatives

stackstac

Turn a STAC catalog into a dask-based xarray

openmapflow

Rapid map creation with machine learning and earth observation data.

DeepCropMapping

Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic corn and soybean mapping".

crop-mask

End-to-end workflow for generating high resolution cropland maps

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

crop-rotation

Finds optimal crop rotations for a set of crops to be planted in a connected set of plots using the LeapHybridDQMSampler.

DSSAT-R

DSSAT run simulations in R

CropWatR

Implementation of FAO 56 (similar to CropWat, but with expanded features) in R

Hidden-Markov-Random-Fields

Implementation of HMRF in Python

NNDMpaper

Code for the paper "Nearest Neighbour Distance Matching Leave-One-Out Cross-Validation for map validation" by C. Milà, J. Mateu, E. Pebesma, and H. Meyer

Parlange-Haverkamp-1D-infiltration

Code for solving the 1D analytical Haverkamp infiltration equation using Newton method

Pytorch-UNet

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

annotated-transformer

An annotated implementation of the Transformer paper.

EmbedSeg

Code Implementation for EmbedSeg, an Instance Segmentation Method for Microscopy Images